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BibTeX records: Klaus-Robert Müller
@article{DBLP:journals/inffus/LinhardtMM24, author = {Lorenz Linhardt and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Preemptively pruning Clever-Hans strategies in deep neural networks}, journal = {Inf. Fusion}, volume = {103}, pages = {102094}, year = {2024}, url = {https://doi.org/10.1016/j.inffus.2023.102094}, doi = {10.1016/J.INFFUS.2023.102094}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/inffus/LinhardtMM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jfi/BeckerV0MLS24, author = {S{\"{o}}ren Becker and Johanna Vielhaben and Marcel Ackermann and Klaus{-}Robert M{\"{u}}ller and Sebastian Lapuschkin and Wojciech Samek}, title = {AudioMNIST: Exploring Explainable Artificial Intelligence for audio analysis on a simple benchmark}, journal = {J. Frankl. Inst.}, volume = {361}, number = {1}, pages = {418--428}, year = {2024}, url = {https://doi.org/10.1016/j.jfranklin.2023.11.038}, doi = {10.1016/J.JFRANKLIN.2023.11.038}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jfi/BeckerV0MLS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/DombrowskiGMK24, author = {Ann{-}Kathrin Dombrowski and Jan E. Gerken and Klaus{-}Robert M{\"{u}}ller and Pan Kessel}, title = {Diffeomorphic Counterfactuals With Generative Models}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {46}, number = {5}, pages = {3257--3274}, year = {2024}, url = {https://doi.org/10.1109/TPAMI.2023.3339980}, doi = {10.1109/TPAMI.2023.3339980}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/DombrowskiGMK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/HashemiCGGMNH24, author = {Ali Hashemi and Chang Cai and Yijing Gao and Sanjay Ghosh and Klaus{-}Robert M{\"{u}}ller and Srikantan S. Nagarajan and Stefan Haufe}, title = {Joint Learning of Full-Structure Noise in Hierarchical Bayesian Regression Models}, journal = {{IEEE} Trans. Medical Imaging}, volume = {43}, number = {2}, pages = {610--624}, year = {2024}, url = {https://doi.org/10.1109/TMI.2022.3224085}, doi = {10.1109/TMI.2022.3224085}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tmi/HashemiCGGMNH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/KauffmannERMSM24, author = {Jacob R. Kauffmann and Malte Esders and Lukas Ruff and Gr{\'{e}}goire Montavon and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {From Clustering to Cluster Explanations via Neural Networks}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {35}, number = {2}, pages = {1926--1940}, year = {2024}, url = {https://doi.org/10.1109/TNNLS.2022.3185901}, doi = {10.1109/TNNLS.2022.3185901}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/KauffmannERMSM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/Muller24, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Deep Learning made transferable: studying Brain decoding}, booktitle = {12th International Winter Conference on Brain-Computer Interface, {BCI} 2024, Gangwon, Korea, Republic of, February 26-28, 2024}, pages = {1--2}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/BCI60775.2024.10480517}, doi = {10.1109/BCI60775.2024.10480517}, timestamp = {Wed, 10 Apr 2024 16:57:56 +0200}, biburl = {https://dblp.org/rec/conf/bci3/Muller24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-04079, author = {Jonas Dippel and Barbara Feulner and Tobias Winterhoff and Simon Schallenberg and Gabriel Dernbach and Andreas Kunft and Stephan Tietz and Philipp Jurmeister and David Horst and Lukas Ruff and Klaus{-}Robert M{\"{u}}ller and Frederick Klauschen and Maximilian Alber}, title = {RudolfV: {A} Foundation Model by Pathologists for Pathologists}, journal = {CoRR}, volume = {abs/2401.04079}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.04079}, doi = {10.48550/ARXIV.2401.04079}, eprinttype = {arXiv}, eprint = {2401.04079}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-04079.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-06122, author = {Dilyara Bareeva and Marina M.{-}C. H{\"{o}}hne and Alexander Warnecke and Lukas Pirch and Klaus{-}Robert M{\"{u}}ller and Konrad Rieck and Kirill Bykov}, title = {Manipulating Feature Visualizations with Gradient Slingshots}, journal = {CoRR}, volume = {abs/2401.06122}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.06122}, doi = {10.48550/ARXIV.2401.06122}, eprinttype = {arXiv}, eprint = {2401.06122}, timestamp = {Thu, 25 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-06122.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-07486, author = {Simon Letzgus and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {XpertAI: uncovering model strategies for sub-manifolds}, journal = {CoRR}, volume = {abs/2403.07486}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.07486}, doi = {10.48550/ARXIV.2403.07486}, eprinttype = {arXiv}, eprint = {2403.07486}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-07486.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jfi/ThomasLSM23, author = {Armin W. Thomas and Ulman Lindenberger and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Evaluating deep transfer learning for whole-brain cognitive decoding}, journal = {J. Frankl. Inst.}, volume = {360}, number = {13}, pages = {9754--9787}, year = {2023}, url = {https://doi.org/10.1016/j.jfranklin.2023.07.015}, doi = {10.1016/J.JFRANKLIN.2023.07.015}, timestamp = {Sat, 14 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jfi/ThomasLSM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/VidaurreGINGVMN23, author = {Carmen Vidaurre and K. Gurunandan and Mina Jamshidi Idaji and Guido Nolte and Marisol G{\'{o}}mez and Arno Villringer and Klaus{-}Robert M{\"{u}}ller and Vadim V. Nikulin}, title = {Novel multivariate methods to track frequency shifts of neural oscillations in {EEG/MEG} recordings}, journal = {NeuroImage}, volume = {276}, pages = {120178}, year = {2023}, url = {https://doi.org/10.1016/j.neuroimage.2023.120178}, doi = {10.1016/J.NEUROIMAGE.2023.120178}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/VidaurreGINGVMN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/AndeolKWKMM23, author = {L{\'{e}}o And{\'{e}}ol and Yusei Kawakami and Yuichiro Wada and Takafumi Kanamori and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Learning domain invariant representations by joint Wasserstein distance minimization}, journal = {Neural Networks}, volume = {167}, pages = {233--243}, year = {2023}, url = {https://doi.org/10.1016/j.neunet.2023.07.028}, doi = {10.1016/J.NEUNET.2023.07.028}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/AndeolKWKMM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/MillerMVHGWH23, author = {Kai J. Miller and Klaus{-}Robert M{\"{u}}ller and Gabriela Ojeda Valencia and Harvey Huang and Nicholas M. Gregg and Gregory A. Worrell and Dora Hermes}, title = {Canonical Response Parameterization: Quantifying the structure of responses to single-pulse intracranial electrical brain stimulation}, journal = {PLoS Comput. Biol.}, volume = {19}, number = {5}, year = {2023}, url = {https://doi.org/10.1371/journal.pcbi.1011105}, doi = {10.1371/JOURNAL.PCBI.1011105}, timestamp = {Sat, 14 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/MillerMVHGWH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/SrinivasanMSN23, author = {Vignesh Srinivasan and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek and Shinichi Nakajima}, title = {Langevin Cooling for Unsupervised Domain Translation}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {34}, number = {10}, pages = {7675--7688}, year = {2023}, url = {https://doi.org/10.1109/TNNLS.2022.3145812}, doi = {10.1109/TNNLS.2022.3145812}, timestamp = {Wed, 01 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/SrinivasanMSN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/MullerH23, author = {Klaus{-}Robert M{\"{u}}ller and Simon M. Hofmann}, title = {Interpreting Deep Learning Models for Multi-modal Neuroimaging}, booktitle = {11th International Winter Conference on Brain-Computer Interface, {BCI} 2023, Gangwon, Korea, Republic of, February 20-22, 2023}, pages = {1--4}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/BCI57258.2023.10078502}, doi = {10.1109/BCI57258.2023.10078502}, timestamp = {Thu, 06 Apr 2023 09:38:22 +0200}, biburl = {https://dblp.org/rec/conf/bci3/MullerH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BinderWLMMS23, author = {Alexander Binder and Leander Weber and Sebastian Lapuschkin and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {16143--16152}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.01549}, doi = {10.1109/CVPR52729.2023.01549}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/BinderWLMMS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/BykovMH23, author = {Kirill Bykov and Klaus{-}Robert M{\"{u}}ller and Marina M.{-}C. H{\"{o}}hne}, editor = {Slawomir Nowaczyk and Przemyslaw Biecek and Neo Christopher Chung and Mauro Vallati and Pawel Skruch and Joanna Jaworek{-}Korjakowska and Simon Parkinson and Alexandros Nikitas and Martin Atzm{\"{u}}ller and Tom{\'{a}}s Kliegr and Ute Schmid and Szymon Bobek and Nada Lavrac and Marieke Peeters and Roland van Dierendonck and Saskia Robben and Eunika Mercier{-}Laurent and G{\"{u}}lg{\"{u}}n Kayakutlu and Mieczyslaw Lech Owoc and Karl Mason and Abdul Wahid and Pierangela Bruno and Francesco Calimeri and Francesco Cauteruccio and Giorgio Terracina and Diedrich Wolter and Jochen L. Leidner and Michael Kohlhase and Vania Dimitrova}, title = {Mark My Words: Dangers of Watermarked Images in ImageNet}, booktitle = {Artificial Intelligence. {ECAI} 2023 International Workshops - XAI{\({^3}\)}, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Krak{\'{o}}w, Poland, September 30 - October 4, 2023, Proceedings, Part {I}}, series = {Communications in Computer and Information Science}, volume = {1947}, pages = {426--434}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-50396-2\_24}, doi = {10.1007/978-3-031-50396-2\_24}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecai/BykovMH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XiongSGMMN23, author = {Ping Xiong and Thomas Schnake and Michael Gastegger and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Shinichi Nakajima}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Relevant Walk Search for Explaining Graph Neural Networks}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {38301--38324}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/xiong23b.html}, timestamp = {Wed, 06 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/XiongSGMMN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/NicoliAFHJKMSKN23, author = {Kim Nicoli and Christopher J. Anders and Lena Funcke and Tobias Hartung and Karl Jansen and Stefan K{\"{u}}hn and Klaus{-}Robert M{\"{u}}ller and Paolo Stornati and Pan Kessel and Shinichi Nakajima}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Physics-Informed Bayesian Optimization of Variational Quantum Circuits}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/3adb85a348a18cdd74ce99fbbab20301-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/NicoliAFHJKMSKN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-05498, author = {Kirill Bykov and Klaus{-}Robert M{\"{u}}ller and Marina M.{-}C. H{\"{o}}hne}, title = {Mark My Words: Dangers of Watermarked Images in ImageNet}, journal = {CoRR}, volume = {abs/2303.05498}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.05498}, doi = {10.48550/ARXIV.2303.05498}, eprinttype = {arXiv}, eprint = {2303.05498}, timestamp = {Wed, 15 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-05498.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-05727, author = {Lorenz Linhardt and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks}, journal = {CoRR}, volume = {abs/2304.05727}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.05727}, doi = {10.48550/ARXIV.2304.05727}, eprinttype = {arXiv}, eprint = {2304.05727}, timestamp = {Wed, 19 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-05727.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-09835, author = {Simon Letzgus and Klaus{-}Robert M{\"{u}}ller}, title = {Towards transparent and robust data-driven wind turbine power curve models}, journal = {CoRR}, volume = {abs/2304.09835}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.09835}, doi = {10.48550/ARXIV.2304.09835}, eprinttype = {arXiv}, eprint = {2304.09835}, timestamp = {Mon, 24 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-09835.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-02245, author = {Lukas Muttenthaler and Robert A. Vandermeulen and Qiuyi Zhang and Thomas Unterthiner and Klaus{-}Robert M{\"{u}}ller}, title = {Set Learning for Accurate and Calibrated Models}, journal = {CoRR}, volume = {abs/2307.02245}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.02245}, doi = {10.48550/ARXIV.2307.02245}, eprinttype = {arXiv}, eprint = {2307.02245}, timestamp = {Mon, 10 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-02245.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-15126, author = {J. Thorben Frank and Oliver T. Unke and Klaus{-}Robert M{\"{u}}ller and Stefan Chmiela}, title = {From Peptides to Nanostructures: {A} Euclidean Transformer for Fast and Stable Machine Learned Force Fields}, journal = {CoRR}, volume = {abs/2309.15126}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.15126}, doi = {10.48550/ARXIV.2309.15126}, eprinttype = {arXiv}, eprint = {2309.15126}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-15126.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-09091, author = {Oliver Eberle and Jochen B{\"{u}}ttner and Hassan El{-}Hajj and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Matteo Valleriani}, title = {Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and {XAI}}, journal = {CoRR}, volume = {abs/2310.09091}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.09091}, doi = {10.48550/ARXIV.2310.09091}, eprinttype = {arXiv}, eprint = {2310.09091}, timestamp = {Wed, 25 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-09091.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-13018, author = {Ilia Sucholutsky and Lukas Muttenthaler and Adrian Weller and Andi Peng and Andreea Bobu and Been Kim and Bradley C. Love and Erin Grant and Jascha Achterberg and Joshua B. Tenenbaum and Katherine M. Collins and Katherine L. Hermann and Kerem Oktar and Klaus Greff and Martin N. Hebart and Nori Jacoby and Qiuyi Zhang and Raja Marjieh and Robert Geirhos and Sherol Chen and Simon Kornblith and Sunayana Rane and Talia Konkle and Thomas P. O'Connell and Thomas Unterthiner and Andrew K. Lampinen and Klaus{-}Robert M{\"{u}}ller and Mariya Toneva and Thomas L. Griffiths}, title = {Getting aligned on representational alignment}, journal = {CoRR}, volume = {abs/2310.13018}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.13018}, doi = {10.48550/ARXIV.2310.13018}, eprinttype = {arXiv}, eprint = {2310.13018}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-13018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dbsk/El-HajjZBMESSMM22, author = {Hassan El{-}Hajj and Maryam Zamani and Jochen B{\"{u}}ttner and Julius Martinetz and Oliver Eberle and Noga Shlomi and Anna Siebold and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Holger Kantz and Matteo Valleriani}, title = {An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning}, journal = {Datenbank-Spektrum}, volume = {22}, number = {2}, pages = {153--162}, year = {2022}, url = {https://doi.org/10.1007/s13222-022-00414-1}, doi = {10.1007/S13222-022-00414-1}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dbsk/El-HajjZBMESSMM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/inffus/AndersWNSML22, author = {Christopher J. Anders and Leander Weber and David Neumann and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Sebastian Lapuschkin}, title = {Finding and removing Clever Hans: Using explanation methods to debug and improve deep models}, journal = {Inf. Fusion}, volume = {77}, pages = {261--295}, year = {2022}, url = {https://doi.org/10.1016/j.inffus.2021.07.015}, doi = {10.1016/J.INFFUS.2021.07.015}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/inffus/AndersWNSML22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WilmingBMH22, author = {Rick Wilming and C{\'{e}}line Budding and Klaus{-}Robert M{\"{u}}ller and Stefan Haufe}, title = {Scrutinizing {XAI} using linear ground-truth data with suppressor variables}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1903--1923}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06167-y}, doi = {10.1007/S10994-022-06167-Y}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WilmingBMH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlst/WinklerMS22, author = {Ludwig Winkler and Klaus{-}Robert M{\"{u}}ller and Huziel E. Sauceda}, title = {High-fidelity molecular dynamics trajectory reconstruction with bi-directional neural networks}, journal = {Mach. Learn. Sci. Technol.}, volume = {3}, number = {2}, pages = {25011}, year = {2022}, url = {https://doi.org/10.1088/2632-2153/ac6ec6}, doi = {10.1088/2632-2153/AC6EC6}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mlst/WinklerMS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/IdajiZSNMVN22, author = {Mina Jamshidi Idaji and Juanli Zhang and Tilman Stephani and Guido Nolte and Klaus{-}Robert M{\"{u}}ller and Arno Villringer and Vadim V. Nikulin}, title = {Harmoni: {A} method for eliminating spurious interactions due to the harmonic components in neuronal data}, journal = {NeuroImage}, volume = {252}, pages = {119053}, year = {2022}, url = {https://doi.org/10.1016/j.neuroimage.2022.119053}, doi = {10.1016/J.NEUROIMAGE.2022.119053}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/IdajiZSNMVN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/HofmannBLGLMVSW22, author = {Simon M. Hofmann and Frauke Beyer and Sebastian Lapuschkin and Ole Goltermann and Markus Loeffler and Klaus{-}Robert M{\"{u}}ller and Arno Villringer and Wojciech Samek and Anja Veronica Witte}, title = {Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain}, journal = {NeuroImage}, volume = {261}, pages = {119504}, year = {2022}, url = {https://doi.org/10.1016/j.neuroimage.2022.119504}, doi = {10.1016/J.NEUROIMAGE.2022.119504}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/HofmannBLGLMVSW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/EberleBKMVM22, author = {Oliver Eberle and Jochen B{\"{u}}ttner and Florian Kr{\"{a}}utli and Klaus{-}Robert M{\"{u}}ller and Matteo Valleriani and Gr{\'{e}}goire Montavon}, title = {Building and Interpreting Deep Similarity Models}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {3}, pages = {1149--1161}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2020.3020738}, doi = {10.1109/TPAMI.2020.3020738}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/EberleBKMVM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/SchnakeELNSMM22, author = {Thomas Schnake and Oliver Eberle and Jonas Lederer and Shinichi Nakajima and Kristof T. Sch{\"{u}}tt and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Higher-Order Explanations of Graph Neural Networks via Relevant Walks}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {11}, pages = {7581--7596}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2021.3115452}, doi = {10.1109/TPAMI.2021.3115452}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/SchnakeELNSMM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/DombrowskiAMK22, author = {Ann{-}Kathrin Dombrowski and Christopher J. Anders and Klaus{-}Robert M{\"{u}}ller and Pan Kessel}, title = {Towards robust explanations for deep neural networks}, journal = {Pattern Recognit.}, volume = {121}, pages = {108194}, year = {2022}, url = {https://doi.org/10.1016/j.patcog.2021.108194}, doi = {10.1016/J.PATCOG.2021.108194}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/DombrowskiAMK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/AdaliGHMS22, author = {T{\"{u}}lay Adali and Rodrigo Capobianco Guido and Tin Kam Ho and Klaus{-}Robert M{\"{u}}ller and Stephen C. Strother}, title = {Interpretability, Reproducibility, and Replicability [From the Guest Editors]}, journal = {{IEEE} Signal Process. Mag.}, volume = {39}, number = {4}, pages = {5--7}, year = {2022}, url = {https://doi.org/10.1109/MSP.2022.3170665}, doi = {10.1109/MSP.2022.3170665}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/AdaliGHMS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/LetzgusWLSMM22, author = {Simon Letzgus and Patrick Wagner and Jonas Lederer and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Toward Explainable Artificial Intelligence for Regression Models: {A} methodological perspective}, journal = {{IEEE} Signal Process. Mag.}, volume = {39}, number = {4}, pages = {40--58}, year = {2022}, url = {https://doi.org/10.1109/MSP.2022.3153277}, doi = {10.1109/MSP.2022.3153277}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/LetzgusWLSMM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/LiznerskiRVFMK22, author = {Philipp Liznerski and Lukas Ruff and Robert A. Vandermeulen and Billy Joe Franks and Klaus{-}Robert M{\"{u}}ller and Marius Kloft}, title = {Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images}, journal = {Trans. Mach. Learn. Res.}, volume = {2022}, year = {2022}, url = {https://openreview.net/forum?id=3v78awEzyB}, timestamp = {Fri, 19 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/LiznerskiRVFMK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/LeeM22, author = {Seong{-}Whan Lee and Klaus{-}Robert M{\"{u}}ller}, title = {Welcome Message from the General Chairs}, booktitle = {10th International Winter Conference on Brain-Computer Interface, {BCI} 2022, Gangwon-do, Korea, Republic of, February 21-23, 2022}, pages = {1}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BCI53720.2022.9734962}, doi = {10.1109/BCI53720.2022.9734962}, timestamp = {Tue, 22 Mar 2022 14:30:49 +0100}, biburl = {https://dblp.org/rec/conf/bci3/LeeM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/MullerTS22, author = {Klaus{-}Robert M{\"{u}}ller and Armin W. Thomas and Wojciech Samek}, title = {Deep Learning for Whole-Brain Cognitive Decoding}, booktitle = {10th International Winter Conference on Brain-Computer Interface, {BCI} 2022, Gangwon-do, Korea, Republic of, February 21-23, 2022}, pages = {1--3}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BCI53720.2022.9735047}, doi = {10.1109/BCI53720.2022.9735047}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bci3/MullerTS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AliSEMMW22, author = {Ameen Ali and Thomas Schnake and Oliver Eberle and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Lior Wolf}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {{XAI} for Transformers: Better Explanations through Conservative Propagation}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {435--451}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/ali22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/AliSEMMW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XiongSMMN22, author = {Ping Xiong and Thomas Schnake and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Shinichi Nakajima}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Efficient Computation of Higher-Order Subgraph Attribution via Message Passing}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {24478--24495}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/xiong22a.html}, timestamp = {Wed, 06 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/XiongSMMN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FrankUM22, author = {J. Thorben Frank and Oliver T. Unke and Klaus{-}Robert M{\"{u}}ller}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/bcf4ca90a8d405201d29dd47d75ac896-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/FrankUM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/icml/2020xxai, editor = {Andreas Holzinger and Randy Goebel and Ruth Fong and Taesup Moon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers}, series = {Lecture Notes in Computer Science}, volume = {13200}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-04083-2}, doi = {10.1007/978-3-031-04083-2}, isbn = {978-3-031-04082-5}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/2020xxai.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-01195, author = {Ludwig Winkler and Klaus{-}Robert M{\"{u}}ller and Huziel E. Sauceda}, title = {Super-resolution in Molecular Dynamics Trajectory Reconstruction with Bi-Directional Neural Networks}, journal = {CoRR}, volume = {abs/2201.01195}, year = {2022}, url = {https://arxiv.org/abs/2201.01195}, eprinttype = {arXiv}, eprint = {2201.01195}, timestamp = {Mon, 10 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-01195.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-02485, author = {Ann{-}Kathrin Dombrowski and Klaus{-}Robert M{\"{u}}ller and Wolf{-}Christian M{\"{u}}ller}, title = {Automated Dissipation Control for Turbulence Simulation with Shell Models}, journal = {CoRR}, volume = {abs/2201.02485}, year = {2022}, url = {https://arxiv.org/abs/2201.02485}, eprinttype = {arXiv}, eprint = {2201.02485}, timestamp = {Mon, 10 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-02485.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-07304, author = {Ameen Ali and Thomas Schnake and Oliver Eberle and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Lior Wolf}, title = {{XAI} for Transformers: Better Explanations through Conservative Propagation}, journal = {CoRR}, volume = {abs/2202.07304}, year = {2022}, url = {https://arxiv.org/abs/2202.07304}, eprinttype = {arXiv}, eprint = {2202.07304}, timestamp = {Fri, 18 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-07304.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-16205, author = {Jonas Lederer and Michael Gastegger and Kristof T. Sch{\"{u}}tt and Michael Kampffmeyer and Klaus{-}Robert M{\"{u}}ller and Oliver T. Unke}, title = {Automatic Identification of Chemical Moieties}, journal = {CoRR}, volume = {abs/2203.16205}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.16205}, doi = {10.48550/ARXIV.2203.16205}, eprinttype = {arXiv}, eprint = {2203.16205}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-16205.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-08306, author = {Oliver T. Unke and Martin St{\"{o}}hr and Stefan Ganscha and Thomas Unterthiner and Hartmut Maennel and Sergii Kashubin and Daniel Ahlin and Michael Gastegger and Leonardo Medrano Sandonas and Alexandre Tkatchenko and Klaus{-}Robert M{\"{u}}ller}, title = {Accurate Machine Learned Quantum-Mechanical Force Fields for Biomolecular Simulations}, journal = {CoRR}, volume = {abs/2205.08306}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.08306}, doi = {10.48550/ARXIV.2205.08306}, eprinttype = {arXiv}, eprint = {2205.08306}, timestamp = {Tue, 24 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-08306.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-11474, author = {Philipp Liznerski and Lukas Ruff and Robert A. Vandermeulen and Billy Joe Franks and Klaus{-}Robert M{\"{u}}ller and Marius Kloft}, title = {Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images}, journal = {CoRR}, volume = {abs/2205.11474}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.11474}, doi = {10.48550/ARXIV.2205.11474}, eprinttype = {arXiv}, eprint = {2205.11474}, timestamp = {Mon, 30 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-11474.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-14276, author = {J. Thorben Frank and Oliver T. Unke and Klaus{-}Robert M{\"{u}}ller}, title = {So3krates - Self-attention for higher-order geometric interactions on arbitrary length-scales}, journal = {CoRR}, volume = {abs/2205.14276}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.14276}, doi = {10.48550/ARXIV.2205.14276}, eprinttype = {arXiv}, eprint = {2205.14276}, timestamp = {Wed, 01 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-14276.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-04530, author = {Kirill Bykov and Mayukh Deb and Dennis Grinwald and Klaus{-}Robert M{\"{u}}ller and Marina M.{-}C. H{\"{o}}hne}, title = {{DORA:} Exploring outlier representations in Deep Neural Networks}, journal = {CoRR}, volume = {abs/2206.04530}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.04530}, doi = {10.48550/ARXIV.2206.04530}, eprinttype = {arXiv}, eprint = {2206.04530}, timestamp = {Tue, 14 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-04530.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-05075, author = {Ann{-}Kathrin Dombrowski and Jan E. Gerken and Klaus{-}Robert M{\"{u}}ller and Pan Kessel}, title = {Diffeomorphic Counterfactuals with Generative Models}, journal = {CoRR}, volume = {abs/2206.05075}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.05075}, doi = {10.48550/ARXIV.2206.05075}, eprinttype = {arXiv}, eprint = {2206.05075}, timestamp = {Mon, 20 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-05075.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-12104, author = {Niklas Frederik Schmitz and Klaus{-}Robert M{\"{u}}ller and Stefan Chmiela}, title = {Algorithmic Differentiation for Automatized Modelling of Machine Learned Force Fields}, journal = {CoRR}, volume = {abs/2208.12104}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.12104}, doi = {10.48550/ARXIV.2208.12104}, eprinttype = {arXiv}, eprint = {2208.12104}, timestamp = {Mon, 29 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-12104.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-12486, author = {Alexander Binder and Leander Weber and Sebastian Lapuschkin and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations}, journal = {CoRR}, volume = {abs/2211.12486}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.12486}, doi = {10.48550/ARXIV.2211.12486}, eprinttype = {arXiv}, eprint = {2211.12486}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-12486.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-12737, author = {Stefan Bl{\"{u}}cher and Klaus{-}Robert M{\"{u}}ller and Stefan Chmiela}, title = {Reconstructing Kernel-based Machine Learning Force Fields with Super-linear Convergence}, journal = {CoRR}, volume = {abs/2212.12737}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.12737}, doi = {10.48550/ARXIV.2212.12737}, eprinttype = {arXiv}, eprint = {2212.12737}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-12737.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-14855, author = {Pattarawat Chormai and Jan Herrmann and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces}, journal = {CoRR}, volume = {abs/2212.14855}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.14855}, doi = {10.48550/ARXIV.2212.14855}, eprinttype = {arXiv}, eprint = {2212.14855}, timestamp = {Sun, 08 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-14855.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cce/BogojeskiSHM21, author = {Mihail Bogojeski and Simeon Sauer and Franziska Horn and Klaus{-}Robert M{\"{u}}ller}, title = {Forecasting industrial aging processes with machine learning methods}, journal = {Comput. Chem. Eng.}, volume = {144}, pages = {107123}, year = {2021}, url = {https://doi.org/10.1016/j.compchemeng.2020.107123}, doi = {10.1016/J.COMPCHEMENG.2020.107123}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cce/BogojeskiSHM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/StuderBDHWPM21, author = {Stefan Studer and Thanh Binh Bui and Christian Drescher and Alexander Hanuschkin and Ludwig Winkler and Steven Peters and Klaus{-}Robert M{\"{u}}ller}, title = {Towards {CRISP-ML(Q):} {A} Machine Learning Process Model with Quality Assurance Methodology}, journal = {Mach. Learn. Knowl. Extr.}, volume = {3}, number = {2}, pages = {392--413}, year = {2021}, url = {https://doi.org/10.3390/make3020020}, doi = {10.3390/MAKE3020020}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/StuderBDHWPM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/BinderBHWHHISHD21, author = {Alexander Binder and Michael Bockmayr and Miriam H{\"{a}}gele and Stephan Wienert and Daniel Heim and Katharina Hellweg and Masaru Ishii and Albrecht Stenzinger and Andreas Hocke and Carsten Denkert and Klaus{-}Robert M{\"{u}}ller and Frederick Klauschen}, title = {Morphological and molecular breast cancer profiling through explainable machine learning}, journal = {Nat. Mach. Intell.}, volume = {3}, number = {4}, pages = {355--366}, year = {2021}, url = {https://doi.org/10.1038/s42256-021-00303-4}, doi = {10.1038/S42256-021-00303-4}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/natmi/BinderBHWHHISHD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/HashemiCKMNH21, author = {Ali Hashemi and Chang Cai and Gitta Kutyniok and Klaus{-}Robert M{\"{u}}ller and Srikantan S. Nagarajan and Stefan Haufe}, title = {Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework}, journal = {NeuroImage}, volume = {239}, pages = {118309}, year = {2021}, url = {https://doi.org/10.1016/j.neuroimage.2021.118309}, doi = {10.1016/J.NEUROIMAGE.2021.118309}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/HashemiCKMNH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/SrinivasanRMMSN21, author = {Vignesh Srinivasan and Csaba Rohrer and Arturo Marb{\'{a}}n and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek and Shinichi Nakajima}, title = {Robustifying models against adversarial attacks by Langevin dynamics}, journal = {Neural Networks}, volume = {137}, pages = {1--17}, year = {2021}, url = {https://doi.org/10.1016/j.neunet.2020.12.024}, doi = {10.1016/J.NEUNET.2020.12.024}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/SrinivasanRMMSN21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/SamekMLAM21, author = {Wojciech Samek and Gr{\'{e}}goire Montavon and Sebastian Lapuschkin and Christopher J. Anders and Klaus{-}Robert M{\"{u}}ller}, title = {Explaining Deep Neural Networks and Beyond: {A} Review of Methods and Applications}, journal = {Proc. {IEEE}}, volume = {109}, number = {3}, pages = {247--278}, year = {2021}, url = {https://doi.org/10.1109/JPROC.2021.3060483}, doi = {10.1109/JPROC.2021.3060483}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/SamekMLAM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/RuffKVMSKDM21, author = {Lukas Ruff and Jacob R. Kauffmann and Robert A. Vandermeulen and Gr{\'{e}}goire Montavon and Wojciech Samek and Marius Kloft and Thomas G. Dietterich and Klaus{-}Robert M{\"{u}}ller}, title = {A Unifying Review of Deep and Shallow Anomaly Detection}, journal = {Proc. {IEEE}}, volume = {109}, number = {5}, pages = {756--795}, year = {2021}, url = {https://doi.org/10.1109/JPROC.2021.3052449}, doi = {10.1109/JPROC.2021.3052449}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/RuffKVMSKDM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/MillerMH21, author = {Kai J. Miller and Klaus{-}Robert M{\"{u}}ller and Dora Hermes}, title = {Basis profile curve identification to understand electrical stimulation effects in human brain networks}, journal = {PLoS Comput. Biol.}, volume = {17}, number = {9}, year = {2021}, url = {https://doi.org/10.1371/journal.pcbi.1008710}, doi = {10.1371/JOURNAL.PCBI.1008710}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/MillerMH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/YeomSLBWMS21, author = {Seul{-}Ki Yeom and Philipp Seegerer and Sebastian Lapuschkin and Alexander Binder and Simon Wiedemann and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Pruning by explaining: {A} novel criterion for deep neural network pruning}, journal = {Pattern Recognit.}, volume = {115}, pages = {107899}, year = {2021}, url = {https://doi.org/10.1016/j.patcog.2021.107899}, doi = {10.1016/J.PATCOG.2021.107899}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/YeomSLBWMS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/SattlerMS21, author = {Felix Sattler and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {32}, number = {8}, pages = {3710--3722}, year = {2021}, url = {https://doi.org/10.1109/TNNLS.2020.3015958}, doi = {10.1109/TNNLS.2020.3015958}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/SattlerMS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LiznerskiRVFKM21, author = {Philipp Liznerski and Lukas Ruff and Robert A. Vandermeulen and Billy Joe Franks and Marius Kloft and Klaus{-}Robert M{\"{u}}ller}, title = {Explainable Deep One-Class Classification}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=A5VV3UyIQz}, timestamp = {Wed, 23 Jun 2021 17:36:39 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LiznerskiRVFKM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/UnkeBGGSM21, author = {Oliver T. Unke and Mihail Bogojeski and Michael Gastegger and Mario Geiger and Tess E. Smidt and Klaus{-}Robert M{\"{u}}ller}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {SE(3)-equivariant prediction of molecular wavefunctions and electronic densities}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {14434--14447}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/78f1893678afbeaa90b1fa01b9cfb860-Abstract.html}, timestamp = {Wed, 19 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/UnkeBGGSM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HashemiGCGMNH21, author = {Ali Hashemi and Yijing Gao and Chang Cai and Sanjay Ghosh and Klaus{-}Robert M{\"{u}}ller and Srikantan S. Nagarajan and Stefan Haufe}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {24855--24870}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/d03a857a23b5285736c4d55e0bb067c8-Abstract.html}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/HashemiGCGMNH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-00304, author = {Oliver T. Unke and Stefan Chmiela and Michael Gastegger and Kristof T. Sch{\"{u}}tt and Huziel E. Sauceda and Klaus{-}Robert M{\"{u}}ller}, title = {SpookyNet: Learning Force Fields with Electronic Degrees of Freedom and Nonlocal Effects}, journal = {CoRR}, volume = {abs/2105.00304}, year = {2021}, url = {https://arxiv.org/abs/2105.00304}, eprinttype = {arXiv}, eprint = {2105.00304}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-00304.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-11990, author = {Danny Panknin and Shinichi Nakajima and Klaus{-}Robert M{\"{u}}ller}, title = {Optimal Sampling Density for Nonparametric Regression}, journal = {CoRR}, volume = {abs/2105.11990}, year = {2021}, url = {https://arxiv.org/abs/2105.11990}, eprinttype = {arXiv}, eprint = {2105.11990}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-11990.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-04229, author = {Huziel E. Sauceda and Luis E. G{\'{a}}lvez{-}Gonz{\'{a}}lez and Stefan Chmiela and Lauro Oliver Paz{-}Borb{\'{o}}n and Klaus{-}Robert M{\"{u}}ller and Alexandre Tkatchenko}, title = {{BIGDML:} Towards Exact Machine Learning Force Fields for Materials}, journal = {CoRR}, volume = {abs/2106.04229}, year = {2021}, url = {https://arxiv.org/abs/2106.04229}, eprinttype = {arXiv}, eprint = {2106.04229}, timestamp = {Fri, 11 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-04229.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-04923, author = {L{\'{e}}o And{\'{e}}ol and Yusei Kawakami and Yuichiro Wada and Takafumi Kanamori and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Learning Domain Invariant Representations by Joint Wasserstein Distance Minimization}, journal = {CoRR}, volume = {abs/2106.04923}, year = {2021}, url = {https://arxiv.org/abs/2106.04923}, eprinttype = {arXiv}, eprint = {2106.04923}, timestamp = {Wed, 16 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-04923.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-13200, author = {Christopher J. Anders and David Neumann and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Sebastian Lapuschkin}, title = {Software for Dataset-wide {XAI:} From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAy}, journal = {CoRR}, volume = {abs/2106.13200}, year = {2021}, url = {https://arxiv.org/abs/2106.13200}, eprinttype = {arXiv}, eprint = {2106.13200}, timestamp = {Wed, 30 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-13200.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-13497, author = {Vignesh Srinivasan and Nils Strodthoff and Jackie Ma and Alexander Binder and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy}, journal = {CoRR}, volume = {abs/2106.13497}, year = {2021}, url = {https://arxiv.org/abs/2106.13497}, eprinttype = {arXiv}, eprint = {2106.13497}, timestamp = {Wed, 30 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-13497.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-10346, author = {Kirill Bykov and Marina M.{-}C. H{\"{o}}hne and Adelaida Creosteanu and Klaus{-}Robert M{\"{u}}ller and Frederick Klauschen and Shinichi Nakajima and Marius Kloft}, title = {Explaining Bayesian Neural Networks}, journal = {CoRR}, volume = {abs/2108.10346}, year = {2021}, url = {https://arxiv.org/abs/2108.10346}, eprinttype = {arXiv}, eprint = {2108.10346}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-10346.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-04824, author = {Niklas W. A. Gebauer and Michael Gastegger and Stefaan S. P. Hessmann and Klaus{-}Robert M{\"{u}}ller and Kristof T. Sch{\"{u}}tt}, title = {Inverse design of 3d molecular structures with conditional generative neural networks}, journal = {CoRR}, volume = {abs/2109.04824}, year = {2021}, url = {https://arxiv.org/abs/2109.04824}, eprinttype = {arXiv}, eprint = {2109.04824}, timestamp = {Tue, 21 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-04824.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-01562, author = {Armin W. Thomas and Ulman Lindenberger and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Evaluating deep transfer learning for whole-brain cognitive decoding}, journal = {CoRR}, volume = {abs/2111.01562}, year = {2021}, url = {https://arxiv.org/abs/2111.01562}, eprinttype = {arXiv}, eprint = {2111.01562}, timestamp = {Fri, 05 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-01562.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-01692, author = {Ali Hashemi and Yijing Gao and Chang Cai and Sanjay Ghosh and Klaus{-}Robert M{\"{u}}ller and Srikantan S. Nagarajan and Stefan Haufe}, title = {Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in Neuroimaging}, journal = {CoRR}, volume = {abs/2111.01692}, year = {2021}, url = {https://arxiv.org/abs/2111.01692}, eprinttype = {arXiv}, eprint = {2111.01692}, timestamp = {Fri, 26 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-01692.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-07473, author = {Rick Wilming and C{\'{e}}line Budding and Klaus{-}Robert M{\"{u}}ller and Stefan Haufe}, title = {Scrutinizing {XAI} using linear ground-truth data with suppressor variables}, journal = {CoRR}, volume = {abs/2111.07473}, year = {2021}, url = {https://arxiv.org/abs/2111.07473}, eprinttype = {arXiv}, eprint = {2111.07473}, timestamp = {Tue, 16 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-07473.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-11407, author = {Simon Letzgus and Patrick Wagner and Jonas Lederer and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Toward Explainable {AI} for Regression Models}, journal = {CoRR}, volume = {abs/2112.11407}, year = {2021}, url = {https://arxiv.org/abs/2112.11407}, eprinttype = {arXiv}, eprint = {2112.11407}, timestamp = {Thu, 16 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-11407.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/LuhmannLMBY20, author = {Alexander von L{\"{u}}hmann and Xinge Li and Klaus{-}Robert M{\"{u}}ller and David A. Boas and Meryem A. Y{\"{u}}cel}, title = {Improved physiological noise regression in fNIRS: {A} multimodal extension of the General Linear Model using temporally embedded Canonical Correlation Analysis}, journal = {NeuroImage}, volume = {208}, pages = {116472}, year = {2020}, url = {https://doi.org/10.1016/j.neuroimage.2019.116472}, doi = {10.1016/J.NEUROIMAGE.2019.116472}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/LuhmannLMBY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/IdajiMNMVN20, author = {Mina Jamshidi Idaji and Klaus{-}Robert M{\"{u}}ller and Guido Nolte and Burkhard Maess and Arno Villringer and Vadim V. Nikulin}, title = {Nonlinear interaction decomposition {(NID):} {A} method for separation of cross-frequency coupled sources in human brain}, journal = {NeuroImage}, volume = {211}, pages = {116599}, year = {2020}, url = {https://doi.org/10.1016/j.neuroimage.2020.116599}, doi = {10.1016/J.NEUROIMAGE.2020.116599}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/IdajiMNMVN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npjdm/SattlerM0N0SSMW20, author = {Felix Sattler and Jackie Ma and Patrick Wagner and David Neumann and Markus Wenzel and Ralf Sch{\"{a}}fer and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand}, title = {Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements}, journal = {npj Digit. Medicine}, volume = {3}, year = {2020}, url = {https://doi.org/10.1038/s41746-020-00340-0}, doi = {10.1038/S41746-020-00340-0}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/npjdm/SattlerM0N0SSMW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/KauffmannMM20, author = {Jacob R. Kauffmann and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Towards explaining anomalies: {A} deep Taylor decomposition of one-class models}, journal = {Pattern Recognit.}, volume = {101}, pages = {107198}, year = {2020}, url = {https://doi.org/10.1016/j.patcog.2020.107198}, doi = {10.1016/J.PATCOG.2020.107198}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/KauffmannMM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scirobotics/MullerL20, author = {Dong{-}Ok Won and Klaus{-}Robert M{\"{u}}ller and Seong{-}Whan Lee}, title = {An adaptive deep reinforcement learning framework enables curling robots with human-like performance in real-world conditions}, journal = {Sci. Robotics}, volume = {5}, number = {46}, pages = {9764}, year = {2020}, url = {https://doi.org/10.1126/scirobotics.abb9764}, doi = {10.1126/SCIROBOTICS.ABB9764}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/scirobotics/MullerL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/KretzMSE20, author = {Tobias Kretz and Klaus{-}Robert M{\"{u}}ller and Tobias Schaeffter and Clemens Elster}, title = {Mammography Image Quality Assurance Using Deep Learning}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {67}, number = {12}, pages = {3317--3326}, year = {2020}, url = {https://doi.org/10.1109/TBME.2020.2983539}, doi = {10.1109/TBME.2020.2983539}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/KretzMSE20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WiedemannMS20, author = {Simon Wiedemann and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Compact and Computationally Efficient Representation of Deep Neural Networks}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {31}, number = {3}, pages = {772--785}, year = {2020}, url = {https://doi.org/10.1109/TNNLS.2019.2910073}, doi = {10.1109/TNNLS.2019.2910073}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/WiedemannMS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/0001NGM20, author = {Alexander Bauer and Shinichi Nakajima and Nico G{\"{o}}rnitz and Klaus{-}Robert M{\"{u}}ller}, title = {Optimizing for Measure of Performance in Max-Margin Parsing}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {31}, number = {7}, pages = {2680--2684}, year = {2020}, url = {https://doi.org/10.1109/TNNLS.2019.2934225}, doi = {10.1109/TNNLS.2019.2934225}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/0001NGM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/SattlerWMS20, author = {Felix Sattler and Simon Wiedemann and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {31}, number = {9}, pages = {3400--3413}, year = {2020}, url = {https://doi.org/10.1109/TNNLS.2019.2944481}, doi = {10.1109/TNNLS.2019.2944481}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/SattlerWMS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SrinivasanMSN20, author = {Vignesh Srinivasan and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek and Shinichi Nakajima}, title = {Benign Examples: Imperceptible Changes Can Enhance Image Translation Performance}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {5842--5850}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6042}, doi = {10.1609/AAAI.V34I04.6042}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SrinivasanMSN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/Muller20, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Analysing the Changing Brain: Immediate Brain Plasticity After One Hour of {BCI}}, booktitle = {8th International Winter Conference on Brain-Computer Interface, {BCI} 2020, Gangwon, Korea (South), February 26-28, 2020}, pages = {1--2}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/BCI48061.2020.9061662}, doi = {10.1109/BCI48061.2020.9061662}, timestamp = {Tue, 18 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bci3/Muller20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SattlerMWS20, author = {Felix Sattler and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand and Wojciech Samek}, title = {On the Byzantine Robustness of Clustered Federated Learning}, booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020}, pages = {8861--8865}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICASSP40776.2020.9054676}, doi = {10.1109/ICASSP40776.2020.9054676}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/SattlerMWS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/AjajMCWB20, author = {Tamer Ajaj and Klaus{-}Robert M{\"{u}}ller and Gabriel Curio and Thomas Wiegand and Sebastian Bosse}, title = {EEG-Based Assessment of Perceived Quality in Complex Natural Images}, booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020}, pages = {136--140}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICIP40778.2020.9191277}, doi = {10.1109/ICIP40778.2020.9191277}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icip/AjajMCWB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/RuffVGBMMK20, author = {Lukas Ruff and Robert A. Vandermeulen and Nico G{\"{o}}rnitz and Alexander Binder and Emmanuel M{\"{u}}ller and Klaus{-}Robert M{\"{u}}ller and Marius Kloft}, title = {Deep Semi-Supervised Anomaly Detection}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=HkgH0TEYwH}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/RuffVGBMMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HolzingerGFMMS20, author = {Andreas Holzinger and Randy Goebel and Ruth Fong and Taesup Moon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, editor = {Andreas Holzinger and Randy Goebel and Ruth Fong and Taesup Moon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {xxAI - Beyond Explainable Artificial Intelligence}, booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers}, series = {Lecture Notes in Computer Science}, volume = {13200}, pages = {3--10}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-031-04083-2\_1}, doi = {10.1007/978-3-031-04083-2\_1}, timestamp = {Fri, 29 Apr 2022 14:50:41 +0200}, biburl = {https://dblp.org/rec/conf/icml/HolzingerGFMMS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MontavonKSM20, author = {Gr{\'{e}}goire Montavon and Jacob R. Kauffmann and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, editor = {Andreas Holzinger and Randy Goebel and Ruth Fong and Taesup Moon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Explaining the Predictions of Unsupervised Learning Models}, booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers}, series = {Lecture Notes in Computer Science}, volume = {13200}, pages = {117--138}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-031-04083-2\_7}, doi = {10.1007/978-3-031-04083-2\_7}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MontavonKSM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AndersPDMK20, author = {Christopher J. Anders and Plamen Pasliev and Ann{-}Kathrin Dombrowski and Klaus{-}Robert M{\"{u}}ller and Pan Kessel}, title = {Fairwashing explanations with off-manifold detergent}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {314--323}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/anders20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/AndersPDMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/qomex/BagdasarianHECM20, author = {Milena T. Bagdasarian and Anna Hilsmann and Peter Eisert and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand and Sebastian Bosse}, title = {EEG-Based Assessment of Perceived Realness in Stylized Face Images}, booktitle = {Twelfth International Conference on Quality of Multimedia Experience, QoMEX 2020, Athlone, Ireland, May 26-28, 2020}, pages = {1--4}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/QoMEX48832.2020.9123145}, doi = {10.1109/QOMEX48832.2020.9123145}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/qomex/BagdasarianHECM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/SeegererBSBAJKM20, author = {Philipp Seegerer and Alexander Binder and Ren{\'{e}} Saitenmacher and Michael Bockmayr and Maximilian Alber and Philipp Jurmeister and Frederick Klauschen and Klaus{-}Robert M{\"{u}}ller}, title = {Interpretable Deep Neural Network to Predict Estrogen Receptor Status from Haematoxylin-Eosin Images}, booktitle = {{AI} and {ML} for Digital Pathology}, pages = {16--37}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-50402-1\_2}, doi = {10.1007/978-3-030-50402-1\_2}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/SeegererBSBAJKM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-01768, author = {Mihail Bogojeski and Simeon Sauer and Franziska Horn and Klaus{-}Robert M{\"{u}}ller}, title = {Forecasting Industrial Aging Processes with Machine Learning Methods}, journal = {CoRR}, volume = {abs/2002.01768}, year = {2020}, url = {https://arxiv.org/abs/2002.01768}, eprinttype = {arXiv}, eprint = {2002.01768}, timestamp = {Mon, 10 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-01768.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-11952, author = {Philipp Leinen and Malte Esders and Kristof T. Sch{\"{u}}tt and Christian Wagner and Klaus{-}Robert M{\"{u}}ller and F. Stefan Tautz}, title = {Autonomous robotic nanofabrication with reinforcement learning}, journal = {CoRR}, volume = {abs/2002.11952}, year = {2020}, url = {https://arxiv.org/abs/2002.11952}, eprinttype = {arXiv}, eprint = {2002.11952}, timestamp = {Tue, 03 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-11952.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-05155, author = {Stefan Studer and Thanh Binh Bui and Christian Drescher and Alexander Hanuschkin and Ludwig Winkler and Steven Peters and Klaus{-}Robert M{\"{u}}ller}, title = {Towards {CRISP-ML(Q):} {A} Machine Learning Process Model with Quality Assurance Methodology}, journal = {CoRR}, volume = {abs/2003.05155}, year = {2020}, url = {https://arxiv.org/abs/2003.05155}, eprinttype = {arXiv}, eprint = {2003.05155}, timestamp = {Tue, 17 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-05155.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-05431, author = {Oliver Eberle and Jochen B{\"{u}}ttner and Florian Kr{\"{a}}utli and Klaus{-}Robert M{\"{u}}ller and Matteo Valleriani and Gr{\'{e}}goire Montavon}, title = {Building and Interpreting Deep Similarity Models}, journal = {CoRR}, volume = {abs/2003.05431}, year = {2020}, url = {https://arxiv.org/abs/2003.05431}, eprinttype = {arXiv}, eprint = {2003.05431}, timestamp = {Tue, 17 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-05431.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-07631, author = {Wojciech Samek and Gr{\'{e}}goire Montavon and Sebastian Lapuschkin and Christopher J. Anders and Klaus{-}Robert M{\"{u}}ller}, title = {Toward Interpretable Machine Learning: Transparent Deep Neural Networks and Beyond}, journal = {CoRR}, volume = {abs/2003.07631}, year = {2020}, url = {https://arxiv.org/abs/2003.07631}, eprinttype = {arXiv}, eprint = {2003.07631}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-07631.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-09136, author = {David Lassner and Anne Baillot and Sergej Dogadov and Klaus{-}Robert M{\"{u}}ller and Shinichi Nakajima}, title = {Automatic Identification of Types of Alterations in Historical Manuscripts}, journal = {CoRR}, volume = {abs/2003.09136}, year = {2020}, url = {https://arxiv.org/abs/2003.09136}, eprinttype = {arXiv}, eprint = {2003.09136}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-09136.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-11841, author = {Felix Sattler and Jackie Ma and Patrick Wagner and David Neumann and Markus Wenzel and Ralf Sch{\"{a}}fer and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand}, title = {Risk Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements}, journal = {CoRR}, volume = {abs/2004.11841}, year = {2020}, url = {https://arxiv.org/abs/2004.11841}, eprinttype = {arXiv}, eprint = {2004.11841}, timestamp = {Thu, 16 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-11841.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-00339, author = {Lukas Ruff and Robert A. Vandermeulen and Billy Joe Franks and Klaus{-}Robert M{\"{u}}ller and Marius Kloft}, title = {Rethinking Assumptions in Deep Anomaly Detection}, journal = {CoRR}, volume = {abs/2006.00339}, year = {2020}, url = {https://arxiv.org/abs/2006.00339}, eprinttype = {arXiv}, eprint = {2006.00339}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-00339.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-03589, author = {Thomas Schnake and Oliver Eberle and Jonas Lederer and Shinichi Nakajima and Kristof T. Sch{\"{u}}tt and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {{XAI} for Graphs: Explaining Graph Neural Network Predictions by Identifying Relevant Walks}, journal = {CoRR}, volume = {abs/2006.03589}, year = {2020}, url = {https://arxiv.org/abs/2006.03589}, eprinttype = {arXiv}, eprint = {2006.03589}, timestamp = {Tue, 09 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-03589.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-09000, author = {Kirill Bykov and Marina M.{-}C. H{\"{o}}hne and Klaus{-}Robert M{\"{u}}ller and Shinichi Nakajima and Marius Kloft}, title = {How Much Can {I} Trust You? - Quantifying Uncertainties in Explaining Neural Networks}, journal = {CoRR}, volume = {abs/2006.09000}, year = {2020}, url = {https://arxiv.org/abs/2006.09000}, eprinttype = {arXiv}, eprint = {2006.09000}, timestamp = {Wed, 17 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-09000.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-10609, author = {Jacob R. Kauffmann and Lukas Ruff and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, title = {The Clever Hans Effect in Anomaly Detection}, journal = {CoRR}, volume = {abs/2006.10609}, year = {2020}, url = {https://arxiv.org/abs/2006.10609}, eprinttype = {arXiv}, eprint = {2006.10609}, timestamp = {Wed, 05 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-10609.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-01760, author = {Philipp Liznerski and Lukas Ruff and Robert A. Vandermeulen and Billy Joe Franks and Marius Kloft and Klaus{-}Robert M{\"{u}}ller}, title = {Explainable Deep One-Class Classification}, journal = {CoRR}, volume = {abs/2007.01760}, year = {2020}, url = {https://arxiv.org/abs/2007.01760}, eprinttype = {arXiv}, eprint = {2007.01760}, timestamp = {Mon, 06 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-01760.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-09969, author = {Christopher J. Anders and Plamen Pasliev and Ann{-}Kathrin Dombrowski and Klaus{-}Robert M{\"{u}}ller and Pan Kessel}, title = {Fairwashing Explanations with Off-Manifold Detergent}, journal = {CoRR}, volume = {abs/2007.09969}, year = {2020}, url = {https://arxiv.org/abs/2007.09969}, eprinttype = {arXiv}, eprint = {2007.09969}, timestamp = {Tue, 28 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-09969.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-13723, author = {Vignesh Srinivasan and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek and Shinichi Nakajima}, title = {Langevin Cooling for Domain Translation}, journal = {CoRR}, volume = {abs/2008.13723}, year = {2020}, url = {https://arxiv.org/abs/2008.13723}, eprinttype = {arXiv}, eprint = {2008.13723}, timestamp = {Wed, 16 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-13723.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-11732, author = {Lukas Ruff and Jacob R. Kauffmann and Robert A. Vandermeulen and Gr{\'{e}}goire Montavon and Wojciech Samek and Marius Kloft and Thomas G. Dietterich and Klaus{-}Robert M{\"{u}}ller}, title = {A Unifying Review of Deep and Shallow Anomaly Detection}, journal = {CoRR}, volume = {abs/2009.11732}, year = {2020}, url = {https://arxiv.org/abs/2009.11732}, eprinttype = {arXiv}, eprint = {2009.11732}, timestamp = {Wed, 30 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-11732.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-10425, author = {Ann{-}Kathrin Dombrowski and Christopher J. Anders and Klaus{-}Robert M{\"{u}}ller and Pan Kessel}, title = {Towards Robust Explanations for Deep Neural Networks}, journal = {CoRR}, volume = {abs/2012.10425}, year = {2020}, url = {https://arxiv.org/abs/2012.10425}, eprinttype = {arXiv}, eprint = {2012.10425}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-10425.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comcom/SchwenkPM19, author = {Guido Schwenk and Ralf Pabst and Klaus{-}Robert M{\"{u}}ller}, title = {Classification of structured validation data using stateless and stateful features}, journal = {Comput. Commun.}, volume = {138}, pages = {54--66}, year = {2019}, url = {https://doi.org/10.1016/j.comcom.2019.02.007}, doi = {10.1016/J.COMCOM.2019.02.007}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/comcom/SchwenkPM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cphysics/ChmielaFPMT19, author = {Stefan Chmiela and Huziel Enoc Sauceda Felix and Igor Poltavsky and Klaus{-}Robert M{\"{u}}ller and Alexandre Tkatchenko}, title = {sGDML: Constructing accurate and data efficient molecular force fields using machine learning}, journal = {Comput. Phys. Commun.}, volume = {240}, pages = {38--45}, year = {2019}, url = {https://doi.org/10.1016/j.cpc.2019.02.007}, doi = {10.1016/J.CPC.2019.02.007}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cphysics/ChmielaFPMT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dsp/BosseBMSW19, author = {Sebastian Bosse and S{\"{o}}ren Becker and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek and Thomas Wiegand}, title = {Estimation of distortion sensitivity for visual quality prediction using a convolutional neural network}, journal = {Digit. Signal Process.}, volume = {91}, pages = {54--65}, year = {2019}, url = {https://doi.org/10.1016/j.dsp.2018.12.005}, doi = {10.1016/J.DSP.2018.12.005}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dsp/BosseBMSW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/AlberLSHSMSMDK19, author = {Maximilian Alber and Sebastian Lapuschkin and Philipp Seegerer and Miriam H{\"{a}}gele and Kristof T. Sch{\"{u}}tt and Gr{\'{e}}goire Montavon and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Sven D{\"{a}}hne and Pieter{-}Jan Kindermans}, title = {iNNvestigate Neural Networks!}, journal = {J. Mach. Learn. Res.}, volume = {20}, pages = {93:1--93:8}, year = {2019}, url = {http://jmlr.org/papers/v20/18-540.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/AlberLSHSMSMDK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhouTHM19, author = {Joey Tianyi Zhou and Ivor W. Tsang and Shen{-}Shyang Ho and Klaus{-}Robert M{\"{u}}ller}, title = {N-ary decomposition for multi-class classification}, journal = {Mach. Learn.}, volume = {108}, number = {5}, pages = {809--830}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05786-2}, doi = {10.1007/S10994-019-05786-2}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZhouTHM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/VidaurreRHGMN19, author = {Carmen Vidaurre and Ander Ramos{-}Murguialday and Stefan Haufe and Marisol G{\'{o}}mez and Klaus{-}Robert M{\"{u}}ller and Vadim V. Nikulin}, title = {Enhancing sensorimotor {BCI} performance with assistive afferent activity: An online evaluation}, journal = {NeuroImage}, volume = {199}, pages = {375--386}, year = {2019}, url = {https://doi.org/10.1016/j.neuroimage.2019.05.074}, doi = {10.1016/J.NEUROIMAGE.2019.05.074}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/VidaurreRHGMN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/LuhmannBMA19, author = {Alexander von L{\"{u}}hmann and Zois Boukouvalas and Klaus{-}Robert M{\"{u}}ller and T{\"{u}}lay Adali}, title = {A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy}, journal = {NeuroImage}, volume = {200}, pages = {72--88}, year = {2019}, url = {https://doi.org/10.1016/j.neuroimage.2019.06.021}, doi = {10.1016/J.NEUROIMAGE.2019.06.021}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/LuhmannBMA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/VidaurreNVGBMVN19, author = {Carmen Vidaurre and Guido Nolte and Ingmar E. J. de Vries and Marisol G{\'{o}}mez and Tjeerd W. Boonstra and Klaus{-}Robert M{\"{u}}ller and Arno Villringer and Vadim V. Nikulin}, title = {Canonical maximization of coherence: {A} novel tool for investigation of neuronal interactions between two datasets}, journal = {NeuroImage}, volume = {201}, year = {2019}, url = {https://doi.org/10.1016/j.neuroimage.2019.116009}, doi = {10.1016/J.NEUROIMAGE.2019.116009}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/VidaurreNVGBMVN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/0001NGM19, author = {Alexander Bauer and Shinichi Nakajima and Nico G{\"{o}}rnitz and Klaus{-}Robert M{\"{u}}ller}, editor = {Kamalika Chaudhuri and Masashi Sugiyama}, title = {Partial Optimality of Dual Decomposition for {MAP} Inference in Pairwise MRFs}, booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan}, series = {Proceedings of Machine Learning Research}, volume = {89}, pages = {1696--1703}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v89/bauer19b.html}, timestamp = {Fri, 07 Jun 2019 09:03:47 +0200}, biburl = {https://dblp.org/rec/conf/aistats/0001NGM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/Muller19, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Explainable Deep Learning for Analysing Brain Data}, booktitle = {7th International Winter Conference on Brain-Computer Interface, {BCI} 2019, Gangwon, Korea (South), February 18-20, 2019}, pages = {1--2}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IWW-BCI.2019.8737321}, doi = {10.1109/IWW-BCI.2019.8737321}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bci3/Muller19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/blackboxnlp/ArrasOMS19, author = {Leila Arras and Ahmed Osman and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, editor = {Tal Linzen and Grzegorz Chrupala and Yonatan Belinkov and Dieuwke Hupkes}, title = {Evaluating Recurrent Neural Network Explanations}, booktitle = {Proceedings of the 2019 {ACL} Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@ACL 2019, Florence, Italy, August 1, 2019}, pages = {113--126}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/W19-4813}, doi = {10.18653/V1/W19-4813}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/blackboxnlp/ArrasOMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/WagnerMZMS19, author = {Patrick Wagner and Jakob Paul Morath and Arturo Zychlinsky and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Rotation Invariant Clustering of 3D Cell Nuclei Shapes}, booktitle = {41st Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27, 2019}, pages = {6022--6027}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/EMBC.2019.8856734}, doi = {10.1109/EMBC.2019.8856734}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/embc/WagnerMZMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/SrinivasanKMSN19, author = {Vignesh Srinivasan and Ercan E. Kuruoglu and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek and Shinichi Nakajima}, title = {Black-Box Decision based Adversarial Attack with Symmetric {\(\alpha\)}-stable Distribution}, booktitle = {27th European Signal Processing Conference, {EUSIPCO} 2019, {A} Coru{\~{n}}a, Spain, September 2-6, 2019}, pages = {1--5}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.23919/EUSIPCO.2019.8902630}, doi = {10.23919/EUSIPCO.2019.8902630}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/SrinivasanKMSN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/SattlerWMS19, author = {Felix Sattler and Simon Wiedemann and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pages = {1--8}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IJCNN.2019.8852172}, doi = {10.1109/IJCNN.2019.8852172}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/SattlerWMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/WiedemannMMS19, author = {Simon Wiedemann and Arturo Marb{\'{a}}n and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Entropy-Constrained Training of Deep Neural Networks}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pages = {1--8}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IJCNN.2019.8852119}, doi = {10.1109/IJCNN.2019.8852119}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/WiedemannMMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ThomasMS19, author = {Armin W. Thomas and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, editor = {Luping Zhou and Duygu Sarikaya and Seyed Mostafa Kia and Stefanie Speidel and Anand Malpani and Daniel A. Hashimoto and Mohamad Habes and Tommy L{\"{o}}fstedt and Kerstin Ritter and Hongzhi Wang}, title = {Deep Transfer Learning for Whole-Brain {FMRI} Analyses}, booktitle = {{OR} 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Second International Workshop, {OR} 2.0 2019, and Second International Workshop, {MLCN} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11796}, pages = {59--67}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-32695-1\_7}, doi = {10.1007/978-3-030-32695-1\_7}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/ThomasMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsp/BeckerMWB19, author = {S{\"{o}}ren Becker and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand and Sebastian Bosse}, title = {A Neural Network Model of Spatial Distortion Sensitivity for Video Quality Estimation}, booktitle = {29th {IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2019, Pittsburgh, PA, USA, October 13-16, 2019}, pages = {1--6}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/MLSP.2019.8918899}, doi = {10.1109/MLSP.2019.8918899}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlsp/BeckerMWB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DombrowskiAAAMK19, author = {Ann{-}Kathrin Dombrowski and Maximilian Alber and Christopher J. Anders and Marcel Ackermann and Klaus{-}Robert M{\"{u}}ller and Pan Kessel}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Explanations can be manipulated and geometry is to blame}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {13567--13578}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/bb836c01cdc9120a9c984c525e4b1a4a-Abstract.html}, timestamp = {Fri, 30 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/DombrowskiAAAMK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/SamekM19, author = {Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, editor = {Wojciech Samek and Gr{\'{e}}goire Montavon and Andrea Vedaldi and Lars Kai Hansen and Klaus{-}Robert M{\"{u}}ller}, title = {Towards Explainable Artificial Intelligence}, booktitle = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning}, series = {Lecture Notes in Computer Science}, volume = {11700}, pages = {5--22}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-28954-6\_1}, doi = {10.1007/978-3-030-28954-6\_1}, timestamp = {Fri, 09 Apr 2021 18:19:01 +0200}, biburl = {https://dblp.org/rec/series/lncs/SamekM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MontavonBLSM19, author = {Gr{\'{e}}goire Montavon and Alexander Binder and Sebastian Lapuschkin and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, editor = {Wojciech Samek and Gr{\'{e}}goire Montavon and Andrea Vedaldi and Lars Kai Hansen and Klaus{-}Robert M{\"{u}}ller}, title = {Layer-Wise Relevance Propagation: An Overview}, booktitle = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning}, series = {Lecture Notes in Computer Science}, volume = {11700}, pages = {193--209}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-28954-6\_10}, doi = {10.1007/978-3-030-28954-6\_10}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/lncs/MontavonBLSM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/ArrasAWMGMHS19, author = {Leila Arras and Jose A. Arjona{-}Medina and Michael Widrich and Gr{\'{e}}goire Montavon and Michael Gillhofer and Klaus{-}Robert M{\"{u}}ller and Sepp Hochreiter and Wojciech Samek}, editor = {Wojciech Samek and Gr{\'{e}}goire Montavon and Andrea Vedaldi and Lars Kai Hansen and Klaus{-}Robert M{\"{u}}ller}, title = {Explaining and Interpreting LSTMs}, booktitle = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning}, series = {Lecture Notes in Computer Science}, volume = {11700}, pages = {211--238}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-28954-6\_11}, doi = {10.1007/978-3-030-28954-6\_11}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/ArrasAWMGMHS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/AndersMSM19, author = {Christopher J. Anders and Gr{\'{e}}goire Montavon and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, editor = {Wojciech Samek and Gr{\'{e}}goire Montavon and Andrea Vedaldi and Lars Kai Hansen and Klaus{-}Robert M{\"{u}}ller}, title = {Understanding Patch-Based Learning of Video Data by Explaining Predictions}, booktitle = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning}, series = {Lecture Notes in Computer Science}, volume = {11700}, pages = {297--309}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-28954-6\_16}, doi = {10.1007/978-3-030-28954-6\_16}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/lncs/AndersMSM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/SchuttGTM19, author = {Kristof T. Sch{\"{u}}tt and Michael Gastegger and Alexandre Tkatchenko and Klaus{-}Robert M{\"{u}}ller}, editor = {Wojciech Samek and Gr{\'{e}}goire Montavon and Andrea Vedaldi and Lars Kai Hansen and Klaus{-}Robert M{\"{u}}ller}, title = {Quantum-Chemical Insights from Interpretable Atomistic Neural Networks}, booktitle = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning}, series = {Lecture Notes in Computer Science}, volume = {11700}, pages = {311--330}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-28954-6\_17}, doi = {10.1007/978-3-030-28954-6\_17}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/lncs/SchuttGTM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/sbece/HubnerKVMT19, author = {David H{\"{u}}bner and Pieter{-}Jan Kindermans and Thibault Verhoeven and Klaus{-}Robert M{\"{u}}ller and Michael Tangermann}, editor = {Christoph Guger and Natalie Mrachacz{-}Kersting and Brendan Z. Allison}, title = {Rethinking {BCI} Paradigm and Machine Learning Algorithm as a Symbiosis: Zero Calibration, Guaranteed Convergence and High Decoding Performance}, booktitle = {Brain-Computer Interface Research - {A} State-of-the-Art Summary 7}, series = {Springer Briefs in Electrical and Computer Engineering}, pages = {63--73}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-05668-1\_6}, doi = {10.1007/978-3-030-05668-1\_6}, timestamp = {Thu, 18 Jul 2019 14:00:42 +0200}, biburl = {https://dblp.org/rec/series/sbece/HubnerKVMT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/lncs/11700, editor = {Wojciech Samek and Gr{\'{e}}goire Montavon and Andrea Vedaldi and Lars Kai Hansen and Klaus{-}Robert M{\"{u}}ller}, title = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning}, series = {Lecture Notes in Computer Science}, volume = {11700}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-28954-6}, doi = {10.1007/978-3-030-28954-6}, isbn = {978-3-030-28953-9}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/11700.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-03136, author = {Lea Helmers and Franziska Horn and Franziska Biegler and Tim Oppermann and Klaus{-}Robert M{\"{u}}ller}, title = {Automating the search for a patent's prior art with a full text similarity search}, journal = {CoRR}, volume = {abs/1901.03136}, year = {2019}, url = {http://arxiv.org/abs/1901.03136}, eprinttype = {arXiv}, eprint = {1901.03136}, timestamp = {Fri, 01 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-03136.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-10178, author = {Sebastian Lapuschkin and Stephan W{\"{a}}ldchen and Alexander Binder and Gr{\'{e}}goire Montavon and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Unmasking Clever Hans Predictors and Assessing What Machines Really Learn}, journal = {CoRR}, volume = {abs/1902.10178}, year = {2019}, url = {http://arxiv.org/abs/1902.10178}, eprinttype = {arXiv}, eprint = {1902.10178}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-10178.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-10664, author = {Danny Panknin and Shinichi Nakajima and Thanh Binh Bui and Klaus{-}Robert M{\"{u}}ller}, title = {Local Bandwidth Estimation via Mixture of Gaussian Processes}, journal = {CoRR}, volume = {abs/1902.10664}, year = {2019}, url = {http://arxiv.org/abs/1902.10664}, eprinttype = {arXiv}, eprint = {1902.10664}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-10664.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-02891, author = {Felix Sattler and Simon Wiedemann and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Robust and Communication-Efficient Federated Learning from Non-IID Data}, journal = {CoRR}, volume = {abs/1903.02891}, year = {2019}, url = {http://arxiv.org/abs/1903.02891}, eprinttype = {arXiv}, eprint = {1903.02891}, timestamp = {Sun, 31 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-02891.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-11048, author = {Kim Nicoli and Pan Kessel and Nils Strodthoff and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Shinichi Nakajima}, title = {Comment on "Solving Statistical Mechanics Using VANs": Introducing saVANt - VANs Enhanced by Importance and {MCMC} Sampling}, journal = {CoRR}, volume = {abs/1903.11048}, year = {2019}, url = {http://arxiv.org/abs/1903.11048}, eprinttype = {arXiv}, eprint = {1903.11048}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-11048.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-05586, author = {Vignesh Srinivasan and Ercan E. Kuruoglu and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek and Shinichi Nakajima}, title = {Black-Box Decision based Adversarial Attack with Symmetric {\(\alpha\)}-stable Distribution}, journal = {CoRR}, volume = {abs/1904.05586}, year = {2019}, url = {http://arxiv.org/abs/1904.05586}, eprinttype = {arXiv}, eprint = {1904.05586}, timestamp = {Thu, 25 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-05586.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-11829, author = {Leila Arras and Ahmed Osman and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Evaluating Recurrent Neural Network Explanations}, journal = {CoRR}, volume = {abs/1904.11829}, year = {2019}, url = {http://arxiv.org/abs/1904.11829}, eprinttype = {arXiv}, eprint = {1904.11829}, timestamp = {Thu, 02 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-11829.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-02694, author = {Lukas Ruff and Robert A. Vandermeulen and Nico G{\"{o}}rnitz and Alexander Binder and Emmanuel M{\"{u}}ller and Klaus{-}Robert M{\"{u}}ller and Marius Kloft}, title = {Deep Semi-Supervised Anomaly Detection}, journal = {CoRR}, volume = {abs/1906.02694}, year = {2019}, url = {http://arxiv.org/abs/1906.02694}, eprinttype = {arXiv}, eprint = {1906.02694}, timestamp = {Thu, 13 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-02694.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-07633, author = {Jacob R. Kauffmann and Malte Esders and Gr{\'{e}}goire Montavon and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {From Clustering to Cluster Explanations via Neural Networks}, journal = {CoRR}, volume = {abs/1906.07633}, year = {2019}, url = {http://arxiv.org/abs/1906.07633}, eprinttype = {arXiv}, eprint = {1906.07633}, timestamp = {Wed, 05 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-07633.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-07983, author = {Ann{-}Kathrin Dombrowski and Maximilian Alber and Christopher J. Anders and Marcel Ackermann and Klaus{-}Robert M{\"{u}}ller and Pan Kessel}, title = {Explanations can be manipulated and geometry is to blame}, journal = {CoRR}, volume = {abs/1906.07983}, year = {2019}, url = {http://arxiv.org/abs/1906.07983}, eprinttype = {arXiv}, eprint = {1906.07983}, timestamp = {Fri, 30 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-07983.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-01953, author = {Armin W. Thomas and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Deep Transfer Learning For Whole-Brain fMRI Analyses}, journal = {CoRR}, volume = {abs/1907.01953}, year = {2019}, url = {http://arxiv.org/abs/1907.01953}, eprinttype = {arXiv}, eprint = {1907.01953}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-01953.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-06943, author = {Miriam H{\"{a}}gele and Philipp Seegerer and Sebastian Lapuschkin and Michael Bockmayr and Wojciech Samek and Frederick Klauschen and Klaus{-}Robert M{\"{u}}ller and Alexander Binder}, title = {Resolving challenges in deep learning-based analyses of histopathological images using explanation methods}, journal = {CoRR}, volume = {abs/1908.06943}, year = {2019}, url = {http://arxiv.org/abs/1908.06943}, eprinttype = {arXiv}, eprint = {1908.06943}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-06943.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-12072, author = {Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Towards Explainable Artificial Intelligence}, journal = {CoRR}, volume = {abs/1909.12072}, year = {2019}, url = {http://arxiv.org/abs/1909.12072}, eprinttype = {arXiv}, eprint = {1909.12072}, timestamp = {Fri, 27 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-12072.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-12114, author = {Leila Arras and Jose A. Arjona{-}Medina and Michael Widrich and Gr{\'{e}}goire Montavon and Michael Gillhofer and Klaus{-}Robert M{\"{u}}ller and Sepp Hochreiter and Wojciech Samek}, title = {Explaining and Interpreting LSTMs}, journal = {CoRR}, volume = {abs/1909.12114}, year = {2019}, url = {http://arxiv.org/abs/1909.12114}, eprinttype = {arXiv}, eprint = {1909.12114}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-12114.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-01991, author = {Felix Sattler and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints}, journal = {CoRR}, volume = {abs/1910.01991}, year = {2019}, url = {http://arxiv.org/abs/1910.01991}, eprinttype = {arXiv}, eprint = {1910.01991}, timestamp = {Wed, 09 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-01991.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-13496, author = {Kim A. Nicoli and Shinichi Nakajima and Nils Strodthoff and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Pan Kessel}, title = {Asymptotically Unbiased Generative Neural Sampling}, journal = {CoRR}, volume = {abs/1910.13496}, year = {2019}, url = {http://arxiv.org/abs/1910.13496}, eprinttype = {arXiv}, eprint = {1910.13496}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-13496.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-02792, author = {Frank No{\'{e}} and Alexandre Tkatchenko and Klaus{-}Robert M{\"{u}}ller and Cecilia Clementi}, title = {Machine learning for molecular simulation}, journal = {CoRR}, volume = {abs/1911.02792}, year = {2019}, url = {http://arxiv.org/abs/1911.02792}, eprinttype = {arXiv}, eprint = {1911.02792}, timestamp = {Mon, 11 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-02792.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-08881, author = {Seul{-}Ki Yeom and Philipp Seegerer and Sebastian Lapuschkin and Simon Wiedemann and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Pruning by Explaining: {A} Novel Criterion for Deep Neural Network Pruning}, journal = {CoRR}, volume = {abs/1912.08881}, year = {2019}, url = {http://arxiv.org/abs/1912.08881}, eprinttype = {arXiv}, eprint = {1912.08881}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-08881.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-11425, author = {Christopher J. Anders and Talmaj Marinc and David Neumann and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Sebastian Lapuschkin}, title = {Analyzing ImageNet with Spectral Relevance Analysis: Towards ImageNet un-Hans'ed}, journal = {CoRR}, volume = {abs/1912.11425}, year = {2019}, url = {http://arxiv.org/abs/1912.11425}, eprinttype = {arXiv}, eprint = {1912.11425}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-11425.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cim/HubnerVMKT18, author = {David H{\"{u}}bner and Thibault Verhoeven and Klaus{-}Robert M{\"{u}}ller and Pieter{-}Jan Kindermans and Michael Tangermann}, title = {Unsupervised Learning for Brain-Computer Interfaces Based on Event-Related Potentials: Review and Online Comparison [Research Frontier]}, journal = {{IEEE} Comput. Intell. Mag.}, volume = {13}, number = {2}, pages = {66--67}, year = {2018}, url = {https://doi.org/10.1109/MCI.2018.2807039}, doi = {10.1109/MCI.2018.2807039}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cim/HubnerVMKT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dsp/MontavonSM18, author = {Gr{\'{e}}goire Montavon and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Methods for interpreting and understanding deep neural networks}, journal = {Digit. Signal Process.}, volume = {73}, pages = {1--15}, year = {2018}, url = {https://doi.org/10.1016/j.dsp.2017.10.011}, doi = {10.1016/J.DSP.2017.10.011}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dsp/MontavonSM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jstsp/KaltenstadlerNM18, author = {Stephan Kaltenstadler and Shinichi Nakajima and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Wasserstein Stationary Subspace Analysis}, journal = {{IEEE} J. Sel. Top. Signal Process.}, volume = {12}, number = {6}, pages = {1213--1223}, year = {2018}, url = {https://doi.org/10.1109/JSTSP.2018.2873987}, doi = {10.1109/JSTSP.2018.2873987}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jstsp/KaltenstadlerNM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/ShinKMH18, author = {Jaeyoung Shin and Do{-}Won Kim and Klaus{-}Robert M{\"{u}}ller and Han{-}Jeong Hwang}, title = {Improvement of Information Transfer Rates Using a Hybrid {EEG-NIRS} Brain-Computer Interface with a Short Trial Length: Offline and Pseudo-Online Analyses}, journal = {Sensors}, volume = {18}, number = {6}, pages = {1827}, year = {2018}, url = {https://doi.org/10.3390/s18061827}, doi = {10.3390/S18061827}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sensors/ShinKMH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcsv/BosseASPCBMW18, author = {Sebastian Bosse and Laura Acqualagna and Wojciech Samek and Anne K. Porbadnigk and Gabriel Curio and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand}, title = {Assessing Perceived Image Quality Using Steady-State Visual Evoked Potentials and Spatio-Spectral Decomposition}, journal = {{IEEE} Trans. Circuits Syst. Video Technol.}, volume = {28}, number = {8}, pages = {1694--1706}, year = {2018}, url = {https://doi.org/10.1109/TCSVT.2017.2694807}, doi = {10.1109/TCSVT.2017.2694807}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcsv/BosseASPCBMW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/BosseMMWS18, author = {Sebastian Bosse and Dominique Maniry and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand and Wojciech Samek}, title = {Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment}, journal = {{IEEE} Trans. Image Process.}, volume = {27}, number = {1}, pages = {206--219}, year = {2018}, url = {https://doi.org/10.1109/TIP.2017.2760518}, doi = {10.1109/TIP.2017.2760518}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/BosseMMWS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/GornitzLVMN18, author = {Nico G{\"{o}}rnitz and Luiz Alberto Lima and Luiz Eduardo Varella and Klaus{-}Robert M{\"{u}}ller and Shinichi Nakajima}, title = {Transductive Regression for Data With Latent Dependence Structure}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {29}, number = {7}, pages = {2743--2756}, year = {2018}, url = {https://doi.org/10.1109/TNNLS.2017.2700429}, doi = {10.1109/TNNLS.2017.2700429}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/GornitzLVMN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/GornitzLMKN18, author = {Nico G{\"{o}}rnitz and Luiz Alberto Lima and Klaus{-}Robert M{\"{u}}ller and Marius Kloft and Shinichi Nakajima}, title = {Support Vector Data Descriptions and k-Means Clustering: One Class?}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {29}, number = {9}, pages = {3994--4006}, year = {2018}, url = {https://doi.org/10.1109/TNNLS.2017.2737941}, doi = {10.1109/TNNLS.2017.2737941}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/GornitzLMKN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/Muller18, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Towards robust machine learning methods for the analysis of brain data}, booktitle = {6th International Conference on Brain-Computer Interface, {BCI} 2018, Gangwon, Korea (South), January 15-17, 2018}, pages = {1--2}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/IWW-BCI.2018.8311495}, doi = {10.1109/IWW-BCI.2018.8311495}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bci3/Muller18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/ShinLBKMJHM18, author = {Jaeyoung Shin and Alexander von L{\"{u}}hmann and Benjamin Blankertz and Do{-}Won Kim and Jan Mehnert and Jichai Jeong and Han{-}Jeong Hwang and Klaus{-}Robert M{\"{u}}ller}, title = {Open access repository for hybrid {EEG-NIRS} data}, booktitle = {6th International Conference on Brain-Computer Interface, {BCI} 2018, Gangwon, Korea (South), January 15-17, 2018}, pages = {1--4}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/IWW-BCI.2018.8311523}, doi = {10.1109/IWW-BCI.2018.8311523}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/ShinLBKMJHM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/YukawaMO18, author = {Masahiro Yukawa and Klaus{-}Robert M{\"{u}}ller and Yuto Ogino}, title = {How are the Centered Kernel Principal Components Relevant to Regression Task? -An Exact Analysis}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {2841--2845}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8462392}, doi = {10.1109/ICASSP.2018.8462392}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/YukawaMO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KindermansSAMEK18, author = {Pieter{-}Jan Kindermans and Kristof T. Sch{\"{u}}tt and Maximilian Alber and Klaus{-}Robert M{\"{u}}ller and Dumitru Erhan and Been Kim and Sven D{\"{a}}hne}, title = {Learning how to explain neural networks: PatternNet and PatternAttribution}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=Hkn7CBaTW}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KindermansSAMEK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WonKKEML18, author = {Dong{-}Ok Won and Byung{-}Do Kim and Ho{-}Jung Kim and Tae{-}San Eom and Klaus{-}Robert M{\"{u}}ller and Seong{-}Whan Lee}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Curly: An AI-based Curling Robot Successfully Competing in the Olympic Discipline of Curling}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {5883--5885}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/870}, doi = {10.24963/IJCAI.2018/870}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/WonKKEML18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-06230, author = {Jacob R. Kauffmann and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Towards Explaining Anomalies: {A} Deep Taylor Decomposition of One-Class Models}, journal = {CoRR}, volume = {abs/1805.06230}, year = {2018}, url = {http://arxiv.org/abs/1805.06230}, eprinttype = {arXiv}, eprint = {1805.06230}, timestamp = {Wed, 05 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-06230.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-08768, author = {Felix Sattler and Simon Wiedemann and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication}, journal = {CoRR}, volume = {abs/1805.08768}, year = {2018}, url = {http://arxiv.org/abs/1805.08768}, eprinttype = {arXiv}, eprint = {1805.08768}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-08768.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-10692, author = {Simon Wiedemann and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Compact and Computationally Efficient Representation of Deep Neural Networks}, journal = {CoRR}, volume = {abs/1805.10692}, year = {2018}, url = {http://arxiv.org/abs/1805.10692}, eprinttype = {arXiv}, eprint = {1805.10692}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-10692.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-11178, author = {Alexander Binder and Michael Bockmayr and Miriam H{\"{a}}gele and Stephan Wienert and Daniel Heim and Katharina Hellweg and Albrecht Stenzinger and Laura Parlow and Jan Budczies and Benjamin Goeppert and Denise Treue and Manato Kotani and Masaru Ishii and Manfred Dietel and Andreas Hocke and Carsten Denkert and Klaus{-}Robert M{\"{u}}ller and Frederick Klauschen}, title = {Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles}, journal = {CoRR}, volume = {abs/1805.11178}, year = {2018}, url = {http://arxiv.org/abs/1805.11178}, eprinttype = {arXiv}, eprint = {1805.11178}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-11178.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-12017, author = {Vignesh Srinivasan and Arturo Marb{\'{a}}n and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek and Shinichi Nakajima}, title = {Counterstrike: Defending Deep Learning Architectures Against Adversarial Samples by Langevin Dynamics with Supervised Denoising Autoencoder}, journal = {CoRR}, volume = {abs/1805.12017}, year = {2018}, url = {http://arxiv.org/abs/1805.12017}, eprinttype = {arXiv}, eprint = {1805.12017}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-12017.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-06126, author = {Hannah Marienwald and Wikor Pronobis and Klaus{-}Robert M{\"{u}}ller and Shinichi Nakajima}, title = {Tight Bound of Incremental Cover Trees for Dynamic Diversification}, journal = {CoRR}, volume = {abs/1806.06126}, year = {2018}, url = {http://arxiv.org/abs/1806.06126}, eprinttype = {arXiv}, eprint = {1806.06126}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-06126.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-06926, author = {Christopher J. Anders and Gr{\'{e}}goire Montavon and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Understanding Patch-Based Learning by Explaining Predictions}, journal = {CoRR}, volume = {abs/1806.06926}, year = {2018}, url = {http://arxiv.org/abs/1806.06926}, eprinttype = {arXiv}, eprint = {1806.06926}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-06926.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-10349, author = {Kristof T. Sch{\"{u}}tt and Michael Gastegger and Alexandre Tkatchenko and Klaus{-}Robert M{\"{u}}ller}, title = {Quantum-chemical insights from interpretable atomistic neural networks}, journal = {CoRR}, volume = {abs/1806.10349}, year = {2018}, url = {http://arxiv.org/abs/1806.10349}, eprinttype = {arXiv}, eprint = {1806.10349}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-10349.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-11326, author = {Jacob R. Kauffmann and Gr{\'{e}}goire Montavon and Luiz Alberto Lima and Shinichi Nakajima and Klaus{-}Robert M{\"{u}}ller and Nico G{\"{o}}rnitz}, title = {Unsupervised Detection and Explanation of Latent-class Contextual Anomalies}, journal = {CoRR}, volume = {abs/1806.11326}, year = {2018}, url = {http://arxiv.org/abs/1806.11326}, eprinttype = {arXiv}, eprint = {1806.11326}, timestamp = {Wed, 05 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-11326.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-03418, author = {S{\"{o}}ren Becker and Marcel Ackermann and Sebastian Lapuschkin and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Interpreting and Explaining Deep Neural Networks for Classification of Audio Signals}, journal = {CoRR}, volume = {abs/1807.03418}, year = {2018}, url = {http://arxiv.org/abs/1807.03418}, eprinttype = {arXiv}, eprint = {1807.03418}, timestamp = {Fri, 30 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-03418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-04260, author = {Maximilian Alber and Sebastian Lapuschkin and Philipp Seegerer and Miriam H{\"{a}}gele and Kristof T. Sch{\"{u}}tt and Gr{\'{e}}goire Montavon and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Sven D{\"{a}}hne and Pieter{-}Jan Kindermans}, title = {iNNvestigate neural networks!}, journal = {CoRR}, volume = {abs/1808.04260}, year = {2018}, url = {http://arxiv.org/abs/1808.04260}, eprinttype = {arXiv}, eprint = {1808.04260}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-04260.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-04308, author = {Fabian Horst and Sebastian Lapuschkin and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Wolfgang Immanuel Sch{\"{o}}llhorn}, title = {What is Unique in Individual Gait Patterns? Understanding and Interpreting Deep Learning in Gait Analysis}, journal = {CoRR}, volume = {abs/1808.04308}, year = {2018}, url = {http://arxiv.org/abs/1808.04308}, eprinttype = {arXiv}, eprint = {1808.04308}, timestamp = {Thu, 12 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-04308.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-09945, author = {Armin W. Thomas and Hauke R. Heekeren and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Interpretable LSTMs For Whole-Brain Neuroimaging Analyses}, journal = {CoRR}, volume = {abs/1810.09945}, year = {2018}, url = {http://arxiv.org/abs/1810.09945}, eprinttype = {arXiv}, eprint = {1810.09945}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-09945.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-04690, author = {Kristof T. Sch{\"{u}}tt and Alexandre Tkatchenko and Klaus{-}Robert M{\"{u}}ller}, title = {Learning representations of molecules and materials with atomistic neural networks}, journal = {CoRR}, volume = {abs/1812.04690}, year = {2018}, url = {http://arxiv.org/abs/1812.04690}, eprinttype = {arXiv}, eprint = {1812.04690}, timestamp = {Thu, 03 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-04690.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-07520, author = {Simon Wiedemann and Arturo Marb{\'{a}}n and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Entropy-Constrained Training of Deep Neural Networks}, journal = {CoRR}, volume = {abs/1812.07520}, year = {2018}, url = {http://arxiv.org/abs/1812.07520}, eprinttype = {arXiv}, eprint = {1812.07520}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-07520.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/gandc/LimaGVVMN17, author = {Luiz Alberto Lima and Nico G{\"{o}}rnitz and Luiz Eduardo Varella and Marley M. B. R. Vellasco and Klaus{-}Robert M{\"{u}}ller and Shinichi Nakajima}, title = {Porosity estimation by semi-supervised learning with sparsely available labeled samples}, journal = {Comput. Geosci.}, volume = {106}, pages = {33--48}, year = {2017}, url = {https://doi.org/10.1016/j.cageo.2017.05.004}, doi = {10.1016/J.CAGEO.2017.05.004}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/gandc/LimaGVVMN17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LiuTM17, author = {Weiwei Liu and Ivor W. Tsang and Klaus{-}Robert M{\"{u}}ller}, title = {An Easy-to-hard Learning Paradigm for Multiple Classes and Multiple Labels}, journal = {J. Mach. Learn. Res.}, volume = {18}, pages = {94:1--94:38}, year = {2017}, url = {http://jmlr.org/papers/v18/16-212.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LiuTM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/MontavonLBSM17, author = {Gr{\'{e}}goire Montavon and Sebastian Lapuschkin and Alexander Binder and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Explaining nonlinear classification decisions with deep Taylor decomposition}, journal = {Pattern Recognit.}, volume = {65}, pages = {211--222}, year = {2017}, url = {https://doi.org/10.1016/j.patcog.2016.11.008}, doi = {10.1016/J.PATCOG.2016.11.008}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/MontavonLBSM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/LuhmannWSM17, author = {Alexander von L{\"{u}}hmann and Heidrun Wabnitz and Tilmann Heinrich Sander and Klaus{-}Robert M{\"{u}}ller}, title = {{M3BA:} {A} Mobile, Modular, Multimodal Biosignal Acquisition Architecture for Miniaturized EEG-NIRS-Based Hybrid {BCI} and Monitoring}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {64}, number = {6}, pages = {1199--1210}, year = {2017}, url = {https://doi.org/10.1109/TBME.2016.2594127}, doi = {10.1109/TBME.2016.2594127}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/LuhmannWSM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BauerBM17, author = {Alexander Bauer and Mikio L. Braun and Klaus{-}Robert M{\"{u}}ller}, title = {Accurate Maximum-Margin Training for Parsing With Context-Free Grammars}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {28}, number = {1}, pages = {44--56}, year = {2017}, url = {https://doi.org/10.1109/TNNLS.2015.2497149}, doi = {10.1109/TNNLS.2015.2497149}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/BauerBM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BauerNM17, author = {Alexander Bauer and Shinichi Nakajima and Klaus{-}Robert M{\"{u}}ller}, title = {Efficient Exact Inference With Loss Augmented Objective in Structured Learning}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {28}, number = {11}, pages = {2566--2579}, year = {2017}, url = {https://doi.org/10.1109/TNNLS.2016.2598721}, doi = {10.1109/TNNLS.2016.2598721}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/BauerNM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/SamekBMLM17, author = {Wojciech Samek and Alexander Binder and Gr{\'{e}}goire Montavon and Sebastian Lapuschkin and Klaus{-}Robert M{\"{u}}ller}, title = {Evaluating the Visualization of What a Deep Neural Network Has Learned}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {28}, number = {11}, pages = {2660--2673}, year = {2017}, url = {https://doi.org/10.1109/TNNLS.2016.2599820}, doi = {10.1109/TNNLS.2016.2599820}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/SamekBMLM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apsipa/ShinMH17, author = {Jaeyoung Shin and Klaus{-}Robert M{\"{u}}ller and Han{-}Jeong Hwang}, title = {Hybrid {EEG-NIRS} brain-computer interface under eyes-closed condition}, booktitle = {2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, {APSIPA} {ASC} 2017, Kuala Lumpur, Malaysia, December 12-15, 2017}, pages = {721--723}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/APSIPA.2017.8282127}, doi = {10.1109/APSIPA.2017.8282127}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/apsipa/ShinMH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/LeeM17, author = {Seong{-}Whan Lee and Klaus{-}Robert M{\"{u}}ller}, title = {Welcome message from the general chairs}, booktitle = {5th International Winter Conference on Brain-Computer Interface, {BCI} 2017, Gangwon Province, South Korea, January 9-11, 2017}, pages = {1}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/IWW-BCI.2017.7858139}, doi = {10.1109/IWW-BCI.2017.7858139}, timestamp = {Thu, 24 Mar 2022 08:27:14 +0100}, biburl = {https://dblp.org/rec/conf/bci3/LeeM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/WonHML17, author = {Dong{-}Ok Won and Han{-}Jeong Hwang and Klaus{-}Robert M{\"{u}}ller and Seong{-}Whan Lee}, title = {Shifting stimuli for brain computer interface based on rapid serial visual presentation}, booktitle = {5th International Winter Conference on Brain-Computer Interface, {BCI} 2017, Gangwon Province, South Korea, January 9-11, 2017}, pages = {40--41}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/IWW-BCI.2017.7858152}, doi = {10.1109/IWW-BCI.2017.7858152}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/WonHML17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/Muller17, author = {Klaus{-}Robert M{\"{u}}ller}, title = {From measurement to machine learning: Towards analysing cognition}, booktitle = {5th International Winter Conference on Brain-Computer Interface, {BCI} 2017, Gangwon Province, South Korea, January 9-11, 2017}, pages = {53--54}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/IWW-BCI.2017.7858157}, doi = {10.1109/IWW-BCI.2017.7858157}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bci3/Muller17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/KohSMB17, author = {Jing Yu Koh and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Alexander Binder}, editor = {Volker Roth and Thomas Vetter}, title = {Object Boundary Detection and Classification with Image-Level Labels}, booktitle = {Pattern Recognition - 39th German Conference, {GCPR} 2017, Basel, Switzerland, September 12-15, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10496}, pages = {153--164}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-66709-6\_13}, doi = {10.1007/978-3-319-66709-6\_13}, timestamp = {Mon, 26 Jun 2023 20:48:30 +0200}, biburl = {https://dblp.org/rec/conf/dagm/KohSMB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/LuhmannM17, author = {Alexander von L{\"{u}}hmann and Klaus{-}Robert M{\"{u}}ller}, title = {Why build an integrated EEG-NIRS? About the advantages of hybrid bio-acquisition hardware}, booktitle = {2017 39th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society (EMBC), Jeju Island, South Korea, July 11-15, 2017}, pages = {4475--4478}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/EMBC.2017.8037850}, doi = {10.1109/EMBC.2017.8037850}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/LuhmannM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gbcic/KublerMG17, author = {Andrea K{\"{u}}bler and Klaus{-}Robert M{\"{u}}ller and Cuntai Guan}, editor = {Gernot R. M{\"{u}}ller{-}Putz and David Steyrl and Selina C. Wriessnegger and Reinhold Scherer}, title = {The {P300} {BCI:} on its Way to End-Users?}, booktitle = {From Vision to Reality - Proceedings of the 7th Graz Brain-Computer Interface Conference, {GBCIC} 2017, Graz, Steiermark, Austria, September 18-22, 2017}, publisher = {Verlag der Technischen Universitaet Graz}, year = {2017}, url = {https://doi.org/10.3217/978-3-85125-533-1-49}, doi = {10.3217/978-3-85125-533-1-49}, timestamp = {Mon, 15 Mar 2021 09:34:58 +0100}, biburl = {https://dblp.org/rec/conf/gbcic/KublerMG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gbcic/LuhmannSBM17, author = {Alexander von L{\"{u}}hmann and Surjo R. Soekadar and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller}, editor = {Gernot R. M{\"{u}}ller{-}Putz and David Steyrl and Selina C. Wriessnegger and Reinhold Scherer}, title = {Headgear for Mobile Neurotechnology: looking into Alternatives for {EEG} and {NIRS} probes}, booktitle = {From Vision to Reality - Proceedings of the 7th Graz Brain-Computer Interface Conference, {GBCIC} 2017, Graz, Steiermark, Austria, September 18-22, 2017}, publisher = {Verlag der Technischen Universitaet Graz}, year = {2017}, url = {https://doi.org/10.3217/978-3-85125-533-1-92}, doi = {10.3217/978-3-85125-533-1-92}, timestamp = {Mon, 01 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gbcic/LuhmannSBM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gbcic/WonHML17, author = {Dong{-}Ok Won and Han{-}Jeong Hwang and Klaus{-}Robert M{\"{u}}ller and Seong{-}Whan Lee}, editor = {Gernot R. M{\"{u}}ller{-}Putz and David Steyrl and Selina C. Wriessnegger and Reinhold Scherer}, title = {Improving Classification Performance of a brain-Computer Interface System based on Rapid Serial Visual Presentation by Shifting stimuli}, booktitle = {From Vision to Reality - Proceedings of the 7th Graz Brain-Computer Interface Conference, {GBCIC} 2017, Graz, Steiermark, Austria, September 18-22, 2017}, publisher = {Verlag der Technischen Universitaet Graz}, year = {2017}, url = {https://doi.org/10.3217/978-3-85125-533-1-94}, doi = {10.3217/978-3-85125-533-1-94}, timestamp = {Mon, 01 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gbcic/WonHML17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SrinivasanLHMS17, author = {Vignesh Srinivasan and Sebastian Lapuschkin and Cornelius Hellge and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Interpretable human action recognition in compressed domain}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {1692--1696}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7952445}, doi = {10.1109/ICASSP.2017.7952445}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/SrinivasanLHMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccvw/SamekBLM17, author = {Wojciech Samek and Alexander Binder and Sebastian Lapuschkin and Klaus{-}Robert M{\"{u}}ller}, title = {Understanding and Comparing Deep Neural Networks for Age and Gender Classification}, booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops, {ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017}, pages = {1629--1638}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCVW.2017.191}, doi = {10.1109/ICCVW.2017.191}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccvw/SamekBLM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HonerNBMG17, author = {J{\'{a}}nos H{\"{o}}ner and Shinichi Nakajima and Alexander Bauer and Klaus{-}Robert M{\"{u}}ller and Nico G{\"{o}}rnitz}, editor = {Doina Precup and Yee Whye Teh}, title = {Minimizing Trust Leaks for Robust Sybil Detection}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {1520--1528}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/honer17a.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/HonerNBMG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwssip/HelleSWM17, author = {Philipp Helle and Heiko Schwarz and Thomas Wiegand and Klaus{-}Robert M{\"{u}}ller}, title = {Reinforcement learning for video encoder control in {HEVC}}, booktitle = {International Conference on Systems, Signals and Image Processing, {IWSSIP} 2017, Pozna{\'{n}}, Poland, May 22-24, 2017}, pages = {1--5}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/IWSSIP.2017.7965586}, doi = {10.1109/IWSSIP.2017.7965586}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iwssip/HelleSWM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SchuttKFCTM17, author = {Kristof Sch{\"{u}}tt and Pieter{-}Jan Kindermans and Huziel Enoc Sauceda Felix and Stefan Chmiela and Alexandre Tkatchenko and Klaus{-}Robert M{\"{u}}ller}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {SchNet: {A} continuous-filter convolutional neural network for modeling quantum interactions}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {991--1001}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/303ed4c69846ab36c2904d3ba8573050-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/SchuttKFCTM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AlberKSMS17, author = {Maximilian Alber and Pieter{-}Jan Kindermans and Kristof Sch{\"{u}}tt and Klaus{-}Robert M{\"{u}}ller and Fei Sha}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {An Empirical Study on The Properties of Random Bases for Kernel Methods}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {2763--2774}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/92af93f73faf3cefc129b6bc55a748a9-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/AlberKSMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wassa/ArrasMMS17, author = {Leila Arras and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, editor = {Alexandra Balahur and Saif M. Mohammad and Erik van der Goot}, title = {Explaining Recurrent Neural Network Predictions in Sentiment Analysis}, booktitle = {Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA@EMNLP 2017, Copenhagen, Denmark, September 8, 2017}, pages = {159--168}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/w17-5221}, doi = {10.18653/V1/W17-5221}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wassa/ArrasMMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HubnerVSMTK17, author = {David H{\"{u}}bner and Thibault Verhoeven and Konstantin Schmid and Klaus{-}Robert M{\"{u}}ller and Michael Tangermann and Pieter{-}Jan Kindermans}, title = {Learning from Label Proportions in Brain-Computer Interfaces: Online Unsupervised Learning with Guarantees}, journal = {CoRR}, volume = {abs/1701.07213}, year = {2017}, url = {http://arxiv.org/abs/1701.07213}, eprinttype = {arXiv}, eprint = {1701.07213}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HubnerVSMTK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HornM17, author = {Franziska Horn and Klaus{-}Robert M{\"{u}}ller}, title = {Learning similarity preserving representations with neural similarity encoders}, journal = {CoRR}, volume = {abs/1702.01824}, year = {2017}, url = {http://arxiv.org/abs/1702.01824}, eprinttype = {arXiv}, eprint = {1702.01824}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HornM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KindermansSAMD17, author = {Pieter{-}Jan Kindermans and Kristof T. Sch{\"{u}}tt and Maximilian Alber and Klaus{-}Robert M{\"{u}}ller and Sven D{\"{a}}hne}, title = {PatternNet and PatternLRP - Improving the interpretability of neural networks}, journal = {CoRR}, volume = {abs/1705.05598}, year = {2017}, url = {http://arxiv.org/abs/1705.05598}, eprinttype = {arXiv}, eprint = {1705.05598}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KindermansSAMD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ArrasMMS17, author = {Leila Arras and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Explaining Recurrent Neural Network Predictions in Sentiment Analysis}, journal = {CoRR}, volume = {abs/1706.07206}, year = {2017}, url = {http://arxiv.org/abs/1706.07206}, eprinttype = {arXiv}, eprint = {1706.07206}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ArrasMMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MontavonSM17, author = {Gr{\'{e}}goire Montavon and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Methods for Interpreting and Understanding Deep Neural Networks}, journal = {CoRR}, volume = {abs/1706.07979}, year = {2017}, url = {http://arxiv.org/abs/1706.07979}, eprinttype = {arXiv}, eprint = {1706.07979}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MontavonSM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HornAMMS17, author = {Franziska Horn and Leila Arras and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Exploring text datasets by visualizing relevant words}, journal = {CoRR}, volume = {abs/1707.05261}, year = {2017}, url = {http://arxiv.org/abs/1707.05261}, eprinttype = {arXiv}, eprint = {1707.05261}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HornAMMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HornAMMS17a, author = {Franziska Horn and Leila Arras and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Discovering topics in text datasets by visualizing relevant words}, journal = {CoRR}, volume = {abs/1707.06100}, year = {2017}, url = {http://arxiv.org/abs/1707.06100}, eprinttype = {arXiv}, eprint = {1707.06100}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HornAMMS17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-03314, author = {Alexander Bauer and Shinichi Nakajima and Nico G{\"{o}}rnitz and Klaus{-}Robert M{\"{u}}ller}, title = {Partial Optimality of Dual Decomposition for {MAP} Inference in Pairwise MRFs}, journal = {CoRR}, volume = {abs/1708.03314}, year = {2017}, url = {http://arxiv.org/abs/1708.03314}, eprinttype = {arXiv}, eprint = {1708.03314}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-03314.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-07689, author = {Sebastian Lapuschkin and Alexander Binder and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Understanding and Comparing Deep Neural Networks for Age and Gender Classification}, journal = {CoRR}, volume = {abs/1708.07689}, year = {2017}, url = {http://arxiv.org/abs/1708.07689}, eprinttype = {arXiv}, eprint = {1708.07689}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-07689.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-08296, author = {Wojciech Samek and Thomas Wiegand and Klaus{-}Robert M{\"{u}}ller}, title = {Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models}, journal = {CoRR}, volume = {abs/1708.08296}, year = {2017}, url = {http://arxiv.org/abs/1708.08296}, eprinttype = {arXiv}, eprint = {1708.08296}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-08296.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-01562, author = {Alexander Bauer and Shinichi Nakajima and Nico G{\"{o}}rnitz and Klaus{-}Robert M{\"{u}}ller}, title = {Optimizing for Measure of Performance in Max-Margin Parsing}, journal = {CoRR}, volume = {abs/1709.01562}, year = {2017}, url = {http://arxiv.org/abs/1709.01562}, eprinttype = {arXiv}, eprint = {1709.01562}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-01562.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LapuschkinBMMS16, author = {Sebastian Lapuschkin and Alexander Binder and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {The {LRP} Toolbox for Artificial Neural Networks}, journal = {J. Mach. Learn. Res.}, volume = {17}, pages = {114:1--114:5}, year = {2016}, url = {http://jmlr.org/papers/v17/15-618.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LapuschkinBMMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/HohneBHMB16, author = {Johannes H{\"{o}}hne and Daniel Bartz and Martin N. Hebart and Klaus{-}Robert M{\"{u}}ller and Benjamin Blankertz}, title = {Analyzing neuroimaging data with subclasses: {A} shrinkage approach}, journal = {NeuroImage}, volume = {124}, pages = {740--751}, year = {2016}, url = {https://doi.org/10.1016/j.neuroimage.2015.09.031}, doi = {10.1016/J.NEUROIMAGE.2015.09.031}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/HohneBHMB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/TrederPAMB16, author = {Matthias Sebastian Treder and Anne K. Porbadnigk and Forooz Shahbazi Avarvand and Klaus{-}Robert M{\"{u}}ller and Benjamin Blankertz}, title = {The {LDA} beamformer: Optimal estimation of {ERP} source time series using linear discriminant analysis}, journal = {NeuroImage}, volume = {129}, pages = {279--291}, year = {2016}, url = {https://doi.org/10.1016/j.neuroimage.2016.01.019}, doi = {10.1016/J.NEUROIMAGE.2016.01.019}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/TrederPAMB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/SamekBCMBN16, author = {Wojciech Samek and Duncan A. J. Blythe and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller and Benjamin Blankertz and Vadim V. Nikulin}, title = {Multiscale temporal neural dynamics predict performance in a complex sensorimotor task}, journal = {NeuroImage}, volume = {141}, pages = {291--303}, year = {2016}, url = {https://doi.org/10.1016/j.neuroimage.2016.06.056}, doi = {10.1016/J.NEUROIMAGE.2016.06.056}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/SamekBCMBN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/YukawaM16, author = {Masahiro Yukawa and Klaus{-}Robert M{\"{u}}ller}, title = {Why Does a Hilbertian Metric Work Efficiently in Online Learning With Kernels?}, journal = {{IEEE} Signal Process. Lett.}, volume = {23}, number = {10}, pages = {1424--1428}, year = {2016}, url = {https://doi.org/10.1109/LSP.2016.2598615}, doi = {10.1109/LSP.2016.2598615}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spl/YukawaM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/WinklerPBMH16, author = {Irene Winkler and Danny Panknin and Daniel Bartz and Klaus{-}Robert M{\"{u}}ller and Stefan Haufe}, title = {Validity of Time Reversal for Testing Granger Causality}, journal = {{IEEE} Trans. Signal Process.}, volume = {64}, number = {11}, pages = {2746--2760}, year = {2016}, url = {https://doi.org/10.1109/TSP.2016.2531628}, doi = {10.1109/TSP.2016.2531628}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/WinklerPBMH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/Muller16, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Machine learning for {BCI:} towards analysing cognition}, booktitle = {4th International Winter Conference on Brain-Computer Interface, {BCI} 2016, Gangwon Province, South Korea, February 22-24, 2016}, pages = {1--2}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/IWW-BCI.2016.7457453}, doi = {10.1109/IWW-BCI.2016.7457453}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/Muller16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LapuschkinBMMS16, author = {Sebastian Lapuschkin and Alexander Binder and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Analyzing Classifiers: Fisher Vectors and Deep Neural Networks}, booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016}, pages = {2912--2920}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CVPR.2016.318}, doi = {10.1109/CVPR.2016.318}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LapuschkinBMMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/ArbabzadahMMS16, author = {Farhad Arbabzadah and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, editor = {Bodo Rosenhahn and Bjoern Andres}, title = {Identifying Individual Facial Expressions by Deconstructing a Neural Network}, booktitle = {Pattern Recognition - 38th German Conference, {GCPR} 2016, Hannover, Germany, September 12-15, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9796}, pages = {344--354}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-45886-1\_28}, doi = {10.1007/978-3-319-45886-1\_28}, timestamp = {Mon, 26 Jun 2023 20:48:30 +0200}, biburl = {https://dblp.org/rec/conf/dagm/ArbabzadahMMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/TakeuchiYM16, author = {Airi Takeuchi and Masahiro Yukawa and Klaus{-}Robert M{\"{u}}ller}, title = {A better metric in kernel adaptive filtering}, booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest, Hungary, August 29 - September 2, 2016}, pages = {1578--1582}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/EUSIPCO.2016.7760514}, doi = {10.1109/EUSIPCO.2016.7760514}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/TakeuchiYM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/BinderMLMS16, author = {Alexander Binder and Gr{\'{e}}goire Montavon and Sebastian Lapuschkin and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, editor = {Alessandro E. P. Villa and Paolo Masulli and Antonio Javier Pons Rivero}, title = {Layer-Wise Relevance Propagation for Neural Networks with Local Renormalization Layers}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2016 - 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9887}, pages = {63--71}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-44781-0\_8}, doi = {10.1007/978-3-319-44781-0\_8}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/BinderMLMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/BachBMS16, author = {Sebastian Bach and Alexander Binder and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Controlling explanatory heatmap resolution and semantics via decomposition depth}, booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016, Phoenix, AZ, USA, September 25-28, 2016}, pages = {2271--2275}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICIP.2016.7532763}, doi = {10.1109/ICIP.2016.7532763}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/BachBMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MontavonMC16, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Marco Cuturi}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Wasserstein Training of Restricted Boltzmann Machines}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {3711--3719}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/728f206c2a01bf572b5940d7d9a8fa4c-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MontavonMC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pcs/BosseMMWS16, author = {Sebastian Bosse and Dominique Maniry and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand and Wojciech Samek}, title = {Neural network-based full-reference image quality assessment}, booktitle = {2016 Picture Coding Symposium, {PCS} 2016, Nuremberg, Germany, December 4-7, 2016}, pages = {1--5}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/PCS.2016.7906376}, doi = {10.1109/PCS.2016.7906376}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/pcs/BosseMMWS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pcs/De-Luxan-Hernandez16, author = {Santiago De{-}Lux{\'{a}}n{-}Hern{\'{a}}ndez and Detlev Marpe and Heiko Schwarz and Klaus{-}Robert M{\"{u}}ller and Mathias Wien and Jens{-}Rainer Ohm and Thomas Wiegand}, title = {Block adaptive selection of multiple core transforms for video coding}, booktitle = {2016 Picture Coding Symposium, {PCS} 2016, Nuremberg, Germany, December 4-7, 2016}, pages = {1--5}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/PCS.2016.7906349}, doi = {10.1109/PCS.2016.7906349}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pcs/De-Luxan-Hernandez16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rep4nlp/ArrasHMMS16, author = {Leila Arras and Franziska Horn and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, editor = {Phil Blunsom and Kyunghyun Cho and Shay B. Cohen and Edward Grefenstette and Karl Moritz Hermann and Laura Rimell and Jason Weston and Scott Wen{-}tau Yih}, title = {Explaining Predictions of Non-Linear Classifiers in {NLP}}, booktitle = {Proceedings of the 1st Workshop on Representation Learning for NLP, Rep4NLP@ACL 2016, Berlin, Germany, August 11, 2016}, pages = {1--7}, publisher = {Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/W16-1601}, doi = {10.18653/V1/W16-1601}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rep4nlp/ArrasHMMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/BosseMWS16, author = {Sebastian Bosse and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand and Wojciech Samek}, title = {Brain-Computer Interfacing for multimedia quality assessment}, booktitle = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2016, Budapest, Hungary, October 9-12, 2016}, pages = {2834--2839}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/SMC.2016.7844669}, doi = {10.1109/SMC.2016.7844669}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/smc/BosseMWS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/BrandlMS16, author = {Stephanie Brandl and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Alternative {CSP} approaches for multimodal distributed {BCI} data}, booktitle = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2016, Budapest, Hungary, October 9-12, 2016}, pages = {3742--3747}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/SMC.2016.7844816}, doi = {10.1109/SMC.2016.7844816}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/BrandlMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhouTHM16, author = {Joey Tianyi Zhou and Ivor W. Tsang and Shen{-}Shyang Ho and Klaus{-}Robert M{\"{u}}ller}, title = {N-ary Error Correcting Coding Scheme}, journal = {CoRR}, volume = {abs/1603.05850}, year = {2016}, url = {http://arxiv.org/abs/1603.05850}, eprinttype = {arXiv}, eprint = {1603.05850}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhouTHM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BachBMS16, author = {Sebastian Bach and Alexander Binder and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Controlling Explanatory Heatmap Resolution and Semantics via Decomposition Depth}, journal = {CoRR}, volume = {abs/1603.06463}, year = {2016}, url = {http://arxiv.org/abs/1603.06463}, eprinttype = {arXiv}, eprint = {1603.06463}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BachBMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BinderMBMS16, author = {Alexander Binder and Gr{\'{e}}goire Montavon and Sebastian Bach and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers}, journal = {CoRR}, volume = {abs/1604.00825}, year = {2016}, url = {http://arxiv.org/abs/1604.00825}, eprinttype = {arXiv}, eprint = {1604.00825}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BinderMBMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SturmBSM16, author = {Irene Sturm and Sebastian Bach and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Interpretable Deep Neural Networks for Single-Trial {EEG} Classification}, journal = {CoRR}, volume = {abs/1604.08201}, year = {2016}, url = {http://arxiv.org/abs/1604.08201}, eprinttype = {arXiv}, eprint = {1604.08201}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SturmBSM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ArbabzadahMMS16, author = {Farhad Arbabzadah and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Identifying individual facial expressions by deconstructing a neural network}, journal = {CoRR}, volume = {abs/1606.07285}, year = {2016}, url = {http://arxiv.org/abs/1606.07285}, eprinttype = {arXiv}, eprint = {1606.07285}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ArbabzadahMMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ArrasHMMS16, author = {Leila Arras and Franziska Horn and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Explaining Predictions of Non-Linear Classifiers in {NLP}}, journal = {CoRR}, volume = {abs/1606.07298}, year = {2016}, url = {http://arxiv.org/abs/1606.07298}, eprinttype = {arXiv}, eprint = {1606.07298}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ArrasHMMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KohSMB16, author = {Jing Yu Koh and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Alexander Binder}, title = {Zero Shot Learning for Semantic Boundary Detection - How Far Can We Get?}, journal = {CoRR}, volume = {abs/1606.09187}, year = {2016}, url = {http://arxiv.org/abs/1606.09187}, eprinttype = {arXiv}, eprint = {1606.09187}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KohSMB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BalazevicBM16, author = {Ivana Balazevic and Mikio Ludwig Braun and Klaus{-}Robert M{\"{u}}ller}, title = {Language Detection For Short Text Messages In Social Media}, journal = {CoRR}, volume = {abs/1608.08515}, year = {2016}, url = {http://arxiv.org/abs/1608.08515}, eprinttype = {arXiv}, eprint = {1608.08515}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BalazevicBM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BrockherdeLBM16, author = {Felix Brockherde and Li Li and Kieron Burke and Klaus{-}Robert M{\"{u}}ller}, title = {By-passing the Kohn-Sham equations with machine learning}, journal = {CoRR}, volume = {abs/1609.02815}, year = {2016}, url = {http://arxiv.org/abs/1609.02815}, eprinttype = {arXiv}, eprint = {1609.02815}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BrockherdeLBM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PronobisPKSSMKM16, author = {Wikor Pronobis and Danny Panknin and Johannes Kirschnick and Vignesh Srinivasan and Wojciech Samek and Volker Markl and Manohar Kaul and Klaus{-}Robert M{\"{u}}ller and Shinichi Nakajima}, title = {Sharing Hash Codes for Multiple Purposes}, journal = {CoRR}, volume = {abs/1609.03219}, year = {2016}, url = {http://arxiv.org/abs/1609.03219}, eprinttype = {arXiv}, eprint = {1609.03219}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PronobisPKSSMKM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KindermansSMD16, author = {Pieter{-}Jan Kindermans and Kristof Sch{\"{u}}tt and Klaus{-}Robert M{\"{u}}ller and Sven D{\"{a}}hne}, title = {Investigating the influence of noise and distractors on the interpretation of neural networks}, journal = {CoRR}, volume = {abs/1611.07270}, year = {2016}, url = {http://arxiv.org/abs/1611.07270}, eprinttype = {arXiv}, eprint = {1611.07270}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KindermansSMD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/VidovicGMK16, author = {Marina M.{-}C. Vidovic and Nico G{\"{o}}rnitz and Klaus{-}Robert M{\"{u}}ller and Marius Kloft}, title = {Feature Importance Measure for Non-linear Learning Algorithms}, journal = {CoRR}, volume = {abs/1611.07567}, year = {2016}, url = {http://arxiv.org/abs/1611.07567}, eprinttype = {arXiv}, eprint = {1611.07567}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/VidovicGMK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SamekMBLM16, author = {Wojciech Samek and Gr{\'{e}}goire Montavon and Alexander Binder and Sebastian Lapuschkin and Klaus{-}Robert M{\"{u}}ller}, title = {Interpreting the Predictions of Complex {ML} Models by Layer-wise Relevance Propagation}, journal = {CoRR}, volume = {abs/1611.08191}, year = {2016}, url = {http://arxiv.org/abs/1611.08191}, eprinttype = {arXiv}, eprint = {1611.08191}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SamekMBLM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BosseMMWS16, author = {Sebastian Bosse and Dominique Maniry and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand and Wojciech Samek}, title = {Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment}, journal = {CoRR}, volume = {abs/1612.01697}, year = {2016}, url = {http://arxiv.org/abs/1612.01697}, eprinttype = {arXiv}, eprint = {1612.01697}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BosseMMWS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ArrasHMMS16a, author = {Leila Arras and Franziska Horn and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach}, journal = {CoRR}, volume = {abs/1612.07843}, year = {2016}, url = {http://arxiv.org/abs/1612.07843}, eprinttype = {arXiv}, eprint = {1612.07843}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ArrasHMMS16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/WinklerHPMD15, author = {Irene Winkler and Stefan Haufe and Anne K. Porbadnigk and Klaus{-}Robert M{\"{u}}ller and Sven D{\"{a}}hne}, title = {Identifying Granger causal relationships between neural power dynamics and variables of interest}, journal = {NeuroImage}, volume = {111}, pages = {489--504}, year = {2015}, url = {https://doi.org/10.1016/j.neuroimage.2014.12.059}, doi = {10.1016/J.NEUROIMAGE.2014.12.059}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/WinklerHPMD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/PorbadnigkGSBBK15, author = {Anne K. Porbadnigk and Nico G{\"{o}}rnitz and Claudia Sannelli and Alexander Binder and Mikio L. Braun and Marius Kloft and Klaus{-}Robert M{\"{u}}ller}, title = {Extracting latent brain states - Towards true labels in cognitive neuroscience experiments}, journal = {NeuroImage}, volume = {120}, pages = {225--253}, year = {2015}, url = {https://doi.org/10.1016/j.neuroimage.2015.05.078}, doi = {10.1016/J.NEUROIMAGE.2015.05.078}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/PorbadnigkGSBBK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/Muller-PutzMSM15, author = {Gernot R. M{\"{u}}ller{-}Putz and Jos{\'{e}} del R. Mill{\'{a}}n and Gerwin Schalk and Klaus{-}Robert M{\"{u}}ller}, title = {The Plurality of Human Brain-Computer Interfacing [Scanning the Issue]}, journal = {Proc. {IEEE}}, volume = {103}, number = {6}, pages = {868--870}, year = {2015}, url = {https://doi.org/10.1109/JPROC.2015.2425835}, doi = {10.1109/JPROC.2015.2425835}, timestamp = {Fri, 02 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/Muller-PutzMSM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/FazliDSBM15, author = {Siamac Fazli and Sven D{\"{a}}hne and Wojciech Samek and Felix Bie{\ss}mann and Klaus{-}Robert M{\"{u}}ller}, title = {Learning From More Than One Data Source: Data Fusion Techniques for Sensorimotor Rhythm-Based Brain-Computer Interfaces}, journal = {Proc. {IEEE}}, volume = {103}, number = {6}, pages = {891--906}, year = {2015}, url = {https://doi.org/10.1109/JPROC.2015.2413993}, doi = {10.1109/JPROC.2015.2413993}, timestamp = {Fri, 02 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/FazliDSBM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/Muller-PutzLTHK15, author = {Gernot R. M{\"{u}}ller{-}Putz and Robert Leeb and Michael Tangermann and Johannes H{\"{o}}hne and Andrea K{\"{u}}bler and Febo Cincotti and Donatella Mattia and R{\"{u}}diger Rupp and Klaus{-}Robert M{\"{u}}ller and Jos{\'{e}} del R. Mill{\'{a}}n}, title = {Towards Noninvasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application, and Beyond}, journal = {Proc. {IEEE}}, volume = {103}, number = {6}, pages = {926--943}, year = {2015}, url = {https://doi.org/10.1109/JPROC.2015.2411333}, doi = {10.1109/JPROC.2015.2411333}, timestamp = {Fri, 02 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/Muller-PutzLTHK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/DahneBSHGGVFM15, author = {Sven D{\"{a}}hne and Felix Bie{\ss}mann and Wojciech Samek and Stefan Haufe and Dominique Goltz and Christopher Gundlach and Arno Villringer and Siamac Fazli and Klaus{-}Robert M{\"{u}}ller}, title = {Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data}, journal = {Proc. {IEEE}}, volume = {103}, number = {9}, pages = {1507--1530}, year = {2015}, url = {https://doi.org/10.1109/JPROC.2015.2425807}, doi = {10.1109/JPROC.2015.2425807}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/DahneBSHGGVFM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/BrandlMS15, author = {Stephanie Brandl and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Robust common spatial patterns based on Bhattacharyya distance and Gamma divergence}, booktitle = {The 3rd International Winter Conference on Brain-Computer Interface, {BCI} 2015, Gangwon-Do, South Korea, January 12-14, 2015}, pages = {1--4}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/IWW-BCI.2015.7073030}, doi = {10.1109/IWW-BCI.2015.7073030}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/BrandlMS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/Muller15, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Machine learning and {BCI}}, booktitle = {The 3rd International Winter Conference on Brain-Computer Interface, {BCI} 2015, Gangwon-Do, South Korea, January 12-14, 2015}, pages = {1}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/IWW-BCI.2015.7073023}, doi = {10.1109/IWW-BCI.2015.7073023}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/Muller15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/WooML15, author = {Jeong{-}Seok Woo and Klaus{-}Robert M{\"{u}}ller and Seong{-}Whan Lee}, title = {Classifying directions in continuous arm movement from {EEG} signals}, booktitle = {The 3rd International Winter Conference on Brain-Computer Interface, {BCI} 2015, Gangwon-Do, South Korea, January 12-14, 2015}, pages = {1--2}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/IWW-BCI.2015.7073054}, doi = {10.1109/IWW-BCI.2015.7073054}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/WooML15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/FrolichWMS15, author = {Laura Fr{\o}lich and Irene Winkler and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Investigating effects of different artefact types on motor imagery {BCI}}, booktitle = {37th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29, 2015}, pages = {1942--1945}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EMBC.2015.7318764}, doi = {10.1109/EMBC.2015.7318764}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/embc/FrolichWMS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/WinklerDMT15, author = {Irene Winkler and Stefan Debener and Klaus{-}Robert M{\"{u}}ller and Michael Tangermann}, title = {On the influence of high-pass filtering on ICA-based artifact reduction in {EEG-ERP}}, booktitle = {37th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29, 2015}, pages = {4101--4105}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EMBC.2015.7319296}, doi = {10.1109/EMBC.2015.7319296}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/WinklerDMT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/SamekM15, author = {Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Tackling noise, artifacts and nonstationarity in {BCI} with robust divergences}, booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice, France, August 31 - September 4, 2015}, pages = {2741--2745}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EUSIPCO.2015.7362883}, doi = {10.1109/EUSIPCO.2015.7362883}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/SamekM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwssip/De-Luxan-Hernandez15, author = {Santiago De{-}Lux{\'{a}}n{-}Hern{\'{a}}ndez and Detlev Marpe and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand}, title = {A kernel-based statistical analysis of the residual error in video coding}, booktitle = {International Conference on Systems, Signals and Image Processing, {IWSSIP} 2015, London, UK, September 10-12, 2015}, pages = {192--195}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/IWSSIP.2015.7314209}, doi = {10.1109/IWSSIP.2015.7314209}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iwssip/De-Luxan-Hernandez15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ner/BrandlHMS15, author = {Stephanie Brandl and Johannes H{\"{o}}hne and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Bringing {BCI} into everyday life: Motor imagery in a pseudo realistic environment}, booktitle = {7th International {IEEE/EMBS} Conference on Neural Engineering, {NER} 2015, Montpellier, France, April 22-24, 2015}, pages = {224--227}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/NER.2015.7146600}, doi = {10.1109/NER.2015.7146600}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ner/BrandlHMS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/VidovicGMRK15, author = {Marina M.{-}C. Vidovic and Nico G{\"{o}}rnitz and Klaus{-}Robert M{\"{u}}ller and Gunnar R{\"{a}}tsch and Marius Kloft}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge and Carlos Soares}, title = {Opening the Black Box: Revealing Interpretable Sequence Motifs in Kernel-Based Learning Algorithms}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9285}, pages = {137--153}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23525-7\_9}, doi = {10.1007/978-3-319-23525-7\_9}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/VidovicGMRK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/HansenWHMD15, author = {Sofie Therese Hansen and Irene Winkler and Lars Kai Hansen and Klaus{-}Robert M{\"{u}}ller and Sven D{\"{a}}hne}, title = {Fusing Simultaneous {EEG} and fMRI Using Functional and Anatomical Information}, booktitle = {2015 International Workshop on Pattern Recognition in NeuroImaging, Stanford, CA, USA, June 10-12, 2015}, pages = {33--36}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/PRNI.2015.22}, doi = {10.1109/PRNI.2015.22}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/prni/HansenWHMD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/VuSLRCKMB15, author = {Kevin Vu and John C. Snyder and Li Li and Matthias Rupp and Brandon F. Chen and Tarek Khelif and Klaus{-}Robert M{\"{u}}ller and Kieron Burke}, title = {Understanding Kernel Ridge Regression: Common behaviors from simple functions to density functionals}, journal = {CoRR}, volume = {abs/1501.03854}, year = {2015}, url = {http://arxiv.org/abs/1501.03854}, eprinttype = {arXiv}, eprint = {1501.03854}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/VuSLRCKMB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MontavonMC15, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Marco Cuturi}, title = {Wasserstein Training of Boltzmann Machines}, journal = {CoRR}, volume = {abs/1507.01972}, year = {2015}, url = {http://arxiv.org/abs/1507.01972}, eprinttype = {arXiv}, eprint = {1507.01972}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MontavonMC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SamekBMBM15, author = {Wojciech Samek and Alexander Binder and Gr{\'{e}}goire Montavon and Sebastian Bach and Klaus{-}Robert M{\"{u}}ller}, title = {Evaluating the visualization of what a Deep Neural Network has learned}, journal = {CoRR}, volume = {abs/1509.06321}, year = {2015}, url = {http://arxiv.org/abs/1509.06321}, eprinttype = {arXiv}, eprint = {1509.06321}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SamekBMBM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BachBMMS15, author = {Sebastian Bach and Alexander Binder and Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller and Wojciech Samek}, title = {Analyzing Classifiers: Fisher Vectors and Deep Neural Networks}, journal = {CoRR}, volume = {abs/1512.00172}, year = {2015}, url = {http://arxiv.org/abs/1512.00172}, eprinttype = {arXiv}, eprint = {1512.00172}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BachBMMS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MontavonBBSM15, author = {Gr{\'{e}}goire Montavon and Sebastian Bach and Alexander Binder and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Explaining NonLinear Classification Decisions with Deep Taylor Decomposition}, journal = {CoRR}, volume = {abs/1512.02479}, year = {2015}, url = {http://arxiv.org/abs/1512.02479}, eprinttype = {arXiv}, eprint = {1512.02479}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MontavonBBSM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/KawanabeSMV14, author = {Motoaki Kawanabe and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Carmen Vidaurre}, title = {Robust Common Spatial Filters with a Maxmin Approach}, journal = {Neural Comput.}, volume = {26}, number = {2}, pages = {349--376}, year = {2014}, url = {https://doi.org/10.1162/NECO\_a\_00544}, doi = {10.1162/NECO\_A\_00544}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neco/KawanabeSMV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/DahneMHHTMN14, author = {Sven D{\"{a}}hne and Frank C. Meinecke and Stefan Haufe and Johannes H{\"{o}}hne and Michael Tangermann and Klaus{-}Robert M{\"{u}}ller and Vadim V. Nikulin}, title = {SPoC: {A} novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters}, journal = {NeuroImage}, volume = {86}, pages = {111--122}, year = {2014}, url = {https://doi.org/10.1016/j.neuroimage.2013.07.079}, doi = {10.1016/J.NEUROIMAGE.2013.07.079}, timestamp = {Tue, 04 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/DahneMHHTMN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/DahneNRSMH14, author = {Sven D{\"{a}}hne and Vadim V. Nikulin and David Ram{\'{\i}}rez and Peter J. Schreier and Klaus{-}Robert M{\"{u}}ller and Stefan Haufe}, title = {Finding brain oscillations with power dependencies in neuroimaging data}, journal = {NeuroImage}, volume = {96}, pages = {334--348}, year = {2014}, url = {https://doi.org/10.1016/j.neuroimage.2014.03.075}, doi = {10.1016/J.NEUROIMAGE.2014.03.075}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/DahneNRSMH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/BlytheHMN14, author = {Duncan A. J. Blythe and Stefan Haufe and Klaus{-}Robert M{\"{u}}ller and Vadim V. Nikulin}, title = {The effect of linear mixing in the {EEG} on Hurst exponent estimation}, journal = {NeuroImage}, volume = {99}, pages = {377--387}, year = {2014}, url = {https://doi.org/10.1016/j.neuroimage.2014.05.041}, doi = {10.1016/J.NEUROIMAGE.2014.05.041}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/BlytheHMN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/GaeblerBLMWH14, author = {Michael Gaebler and Felix Bie{\ss}mann and Jan{-}Peter Lamke and Klaus{-}Robert M{\"{u}}ller and Henrik Walter and Stefan Hetzer}, title = {Stereoscopic depth increases intersubject correlations of brain networks}, journal = {NeuroImage}, volume = {100}, pages = {427--434}, year = {2014}, url = {https://doi.org/10.1016/j.neuroimage.2014.06.008}, doi = {10.1016/J.NEUROIMAGE.2014.06.008}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/GaeblerBLMWH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BauerGBMK14, author = {Alexander Bauer and Nico G{\"{o}}rnitz and Franziska Biegler and Klaus{-}Robert M{\"{u}}ller and Marius Kloft}, title = {Efficient Algorithms for Exact Inference in Sequence Labeling SVMs}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {25}, number = {5}, pages = {870--881}, year = {2014}, url = {https://doi.org/10.1109/TNNLS.2013.2281761}, doi = {10.1109/TNNLS.2013.2281761}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/BauerGBMK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/GornitzPBSBMK14, author = {Nico G{\"{o}}rnitz and Anne Porbadnigk and Alexander Binder and Claudia Sannelli and Mikio L. Braun and Klaus{-}Robert M{\"{u}}ller and Marius Kloft}, title = {Learning and Evaluation in Presence of Non-i.i.d. Label Noise}, booktitle = {Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {33}, pages = {293--302}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v33/gornitz14.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/GornitzPBSBMK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/DahneBMMFM14, author = {Sven D{\"{a}}hne and Felix Bie{\ss}mann and Frank C. Meinecke and Jan Mehnert and Siamac Fazli and Klaus{-}Robert M{\"{u}}ller}, title = {Multimodal integration of electrophysiological and hemodynamic signals}, booktitle = {2014 International Winter Workshop on Brain-Computer Interface, {BCI} 2014, Gangwon Province, Korea (South), February 17-19, 2014}, pages = {1--4}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/iww-BCI.2014.6782552}, doi = {10.1109/IWW-BCI.2014.6782552}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bci3/DahneBMMFM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/HwangHM14, author = {Han{-}Jeong Hwang and Janne Mathias Hahne and Klaus{-}Robert M{\"{u}}ller}, title = {Channel selection for simultaneous myoelectric prosthesis control}, booktitle = {2014 International Winter Workshop on Brain-Computer Interface, {BCI} 2014, Gangwon Province, Korea (South), February 17-19, 2014}, pages = {1--4}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/iww-BCI.2014.6782565}, doi = {10.1109/IWW-BCI.2014.6782565}, timestamp = {Fri, 25 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/HwangHM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/KwakML14, author = {No{-}Sang Kwak and Klaus{-}Robert M{\"{u}}ller and Seong{-}Whan Lee}, title = {Toward exoskeleton control based on steady state visual evoked potentials}, booktitle = {2014 International Winter Workshop on Brain-Computer Interface, {BCI} 2014, Gangwon Province, Korea (South), February 17-19, 2014}, pages = {1--2}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/iww-BCI.2014.6782571}, doi = {10.1109/IWW-BCI.2014.6782571}, timestamp = {Fri, 25 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/KwakML14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/Muller14, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Multimodal imaging, non-stationarity and {BCI}}, booktitle = {2014 International Winter Workshop on Brain-Computer Interface, {BCI} 2014, Gangwon Province, Korea (South), February 17-19, 2014}, pages = {1}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/iww-BCI.2014.6782555}, doi = {10.1109/IWW-BCI.2014.6782555}, timestamp = {Fri, 25 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/Muller14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/PorbadnigkGSBBK14, author = {Anne K. Porbadnigk and Nico G{\"{o}}rnitz and Claudia Sannelli and Alexander Binder and Mikio L. Braun and Marius Kloft and Klaus{-}Robert M{\"{u}}ller}, title = {When brain and behavior disagree: Tackling systematic label noise in {EEG} data with machine learning}, booktitle = {2014 International Winter Workshop on Brain-Computer Interface, {BCI} 2014, Gangwon Province, Korea (South), February 17-19, 2014}, pages = {1--4}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/iww-BCI.2014.6782561}, doi = {10.1109/IWW-BCI.2014.6782561}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bci3/PorbadnigkGSBBK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/SamekM14, author = {Wojciech Samek and Klaus{-}Robert M{\"{u}}ller}, title = {Information geometry meets {BCI} spatial filtering using divergences}, booktitle = {2014 International Winter Workshop on Brain-Computer Interface, {BCI} 2014, Gangwon Province, Korea (South), February 17-19, 2014}, pages = {1--4}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/iww-BCI.2014.6782545}, doi = {10.1109/IWW-BCI.2014.6782545}, timestamp = {Fri, 25 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/SamekM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/YeomFML14, author = {Seul{-}Ki Yeom and Siamac Fazli and Klaus{-}Robert M{\"{u}}ller and Seong{-}Whan Lee}, title = {Towards an enhanced {ERP} speller based on the visual processing of face familiarity}, booktitle = {36th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August 26-30, 2014}, pages = {1330--1333}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/EMBC.2014.6943844}, doi = {10.1109/EMBC.2014.6943844}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/YeomFML14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/VidovicPHAPHGFM14, author = {Marina M.{-}C. Vidovic and Liliana P. Paredes and Han{-}Jeong Hwang and Sebastian Ams{\"{u}}ss and Jaspar Pahl and Janne Mathias Hahne and Bernhard Graimann and Dario Farina and Klaus{-}Robert M{\"{u}}ller}, title = {Covariate shift adaptation in {EMG} pattern recognition for prosthetic device control}, booktitle = {36th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August 26-30, 2014}, pages = {4370--4373}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/EMBC.2014.6944592}, doi = {10.1109/EMBC.2014.6944592}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/VidovicPHAPHGFM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/BosseAPBCMW14, author = {Sebastian Bosse and Laura Acqualagna and Anne K. Porbadnigk and Benjamin Blankertz and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand}, title = {Neurally informed assessment of perceived natural texture image quality}, booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014, Paris, France, October 27-30, 2014}, pages = {1987--1991}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICIP.2014.7025398}, doi = {10.1109/ICIP.2014.7025398}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/BosseAPBCMW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BartzM14, author = {Daniel Bartz and Klaus{-}Robert M{\"{u}}ller}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Covariance shrinkage for autocorrelated data}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {1592--1600}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/fa83a11a198d5a7f0bf77a1987bcd006-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BartzM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/BiessmannGLJHWM14, author = {Felix Bie{\ss}mann and Michael Gaebler and Jan{-}Peter Lamke and Ui Jong Ju and Stefan Hetzer and Christian Wallraven and Klaus{-}Robert M{\"{u}}ller}, title = {Data-driven multisubject neuroimaging analyses for naturalistic stimuli}, booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI} 2014, T{\"{u}}bingen, Germany, June 4-6, 2014}, pages = {1--4}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/PRNI.2014.6858511}, doi = {10.1109/PRNI.2014.6858511}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prni/BiessmannGLJHWM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/DahneNRSMH14, author = {Sven D{\"{a}}hne and Vadim V. Nikulin and David Ram{\'{\i}}rez and Peter J. Schreier and Klaus{-}Robert M{\"{u}}ller and Stefan Haufe}, title = {Optimizing spatial filters for the extraction of envelope-coupled neural oscillations}, booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI} 2014, T{\"{u}}bingen, Germany, June 4-6, 2014}, pages = {1--4}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/PRNI.2014.6858514}, doi = {10.1109/PRNI.2014.6858514}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/prni/DahneNRSMH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/HohneBMB14, author = {Johannes H{\"{o}}hne and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller and Daniel Bartz}, title = {Mean shrinkage improves the classification of {ERP} signals by exploiting additional label information}, booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI} 2014, T{\"{u}}bingen, Germany, June 4-6, 2014}, pages = {1--4}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/PRNI.2014.6858523}, doi = {10.1109/PRNI.2014.6858523}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prni/HohneBMB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/cogtech/BinderSMK14, author = {Alexander Binder and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Motoaki Kawanabe}, editor = {Wolfgang Wahlster and Hans{-}Joachim Grallert and Stefan Wess and Hermann Friedrich and Thomas Widenka}, title = {Machine Learning for Visual Concept Recognition and Ranking for Images}, booktitle = {Towards the Internet of Services: The {THESEUS} Research Program}, series = {Cognitive Technologies}, pages = {211--223}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-06755-1\_17}, doi = {10.1007/978-3-319-06755-1\_17}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/cogtech/BinderSMK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiSPHNDRMB14, author = {Li Li and John C. Snyder and Isabelle M. Pelaschier and Jessica Huang and Uma{-}Naresh Niranjan and Paul Duncan and Matthias Rupp and Klaus{-}Robert M{\"{u}}ller and Kieron Burke}, title = {Understanding Machine-learned Density Functionals}, journal = {CoRR}, volume = {abs/1404.1333}, year = {2014}, url = {http://arxiv.org/abs/1404.1333}, eprinttype = {arXiv}, eprint = {1404.1333}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiSPHNDRMB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KiralyZM14, author = {Franz J. Kir{\'{a}}ly and Andreas Ziehe and Klaus{-}Robert M{\"{u}}ller}, title = {Learning with Algebraic Invariances, and the Invariant Kernel Trick}, journal = {CoRR}, volume = {abs/1411.7817}, year = {2014}, url = {http://arxiv.org/abs/1411.7817}, eprinttype = {arXiv}, eprint = {1411.7817}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KiralyZM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/BinderSMK13, author = {Alexander Binder and Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Motoaki Kawanabe}, title = {Enhanced representation and multi-task learning for image annotation}, journal = {Comput. Vis. Image Underst.}, volume = {117}, number = {5}, pages = {466--478}, year = {2013}, url = {https://doi.org/10.1016/j.cviu.2012.09.006}, doi = {10.1016/J.CVIU.2012.09.006}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/BinderSMK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcse/PorbadnigkGKM13, author = {Anne Porbadnigk and Nico G{\"{o}}rnitz and Marius Kloft and Klaus{-}Robert M{\"{u}}ller}, title = {Decoding Brain States during Auditory Perception by Supervising Unsupervised Learning}, journal = {J. Comput. Sci. Eng.}, volume = {7}, number = {2}, pages = {112--121}, year = {2013}, url = {https://doi.org/10.5626/JCSE.2013.7.2.112}, doi = {10.5626/JCSE.2013.7.2.112}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcse/PorbadnigkGKM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/HaufeNMN13, author = {Stefan Haufe and Vadim V. Nikulin and Klaus{-}Robert M{\"{u}}ller and Guido Nolte}, title = {A critical assessment of connectivity measures for {EEG} data: {A} simulation study}, journal = {NeuroImage}, volume = {64}, pages = {120--133}, year = {2013}, url = {https://doi.org/10.1016/j.neuroimage.2012.09.036}, doi = {10.1016/J.NEUROIMAGE.2012.09.036}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/HaufeNMN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/MullerAFPT13, author = {Klaus{-}Robert M{\"{u}}ller and T{\"{u}}lay Adali and Kenji Fukumizu and Jos{\'{e}} C. Pr{\'{\i}}ncipe and Sergios Theodoridis}, title = {Special Issue on Advances in Kernel-Based Learning for Signal Processing [From the Guest Editors]}, journal = {{IEEE} Signal Process. Mag.}, volume = {30}, number = {4}, pages = {14--15}, year = {2013}, url = {https://doi.org/10.1109/MSP.2013.2253031}, doi = {10.1109/MSP.2013.2253031}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/MullerAFPT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/MontavonBKM13, author = {Gr{\'{e}}goire Montavon and Mikio L. Braun and Tammo Krueger and Klaus{-}Robert M{\"{u}}ller}, title = {Analyzing Local Structure in Kernel-Based Learning: Explanation, Complexity, and Reliability Assessment}, journal = {{IEEE} Signal Process. Mag.}, volume = {30}, number = {4}, pages = {62--74}, year = {2013}, url = {https://doi.org/10.1109/MSP.2013.2249294}, doi = {10.1109/MSP.2013.2249294}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/MontavonBKM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/SamekMM13, author = {Wojciech Samek and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller}, title = {Transferring Subspaces Between Subjects in Brain-Computer Interfacing}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {60}, number = {8}, pages = {2289--2298}, year = {2013}, url = {https://doi.org/10.1109/TBME.2013.2253608}, doi = {10.1109/TBME.2013.2253608}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/SamekMM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/DahneBMMFM13, author = {Sven D{\"{a}}hne and Felix Bie{\ss}mann and Frank C. Meinecke and Jan Mehnert and Siamac Fazli and Klaus{-}Robert M{\"{u}}ller}, title = {Integration of Multivariate Data Streams With Bandpower Signals}, journal = {{IEEE} Trans. Multim.}, volume = {15}, number = {5}, pages = {1001--1013}, year = {2013}, url = {https://doi.org/10.1109/TMM.2013.2250267}, doi = {10.1109/TMM.2013.2250267}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/DahneBMMFM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/FazliMLB13, author = {Siamac Fazli and Klaus{-}Robert M{\"{u}}ller and Seong{-}Whan Lee and Benjamin Blankertz}, title = {Tutorial on multimodal neuroimaging for brain-computer interfacing}, booktitle = {International Winter Workshop on Brain-Computer Interface, {BCI} 2013, Gangwon Province, Korea (South), February 18-20, 2013}, pages = {1--2}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/IWW-BCI.2013.6506605}, doi = {10.1109/IWW-BCI.2013.6506605}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/FazliMLB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/PorbadnigkTFTVH13, author = {Anne K. Porbadnigk and Matthias Sebastian Treder and Siamac Fazli and Michael Tangermann and Carmen Vidaurre and Stefan Haufe and Gabriel Curio and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller}, title = {Decoding cognitive brain states}, booktitle = {International Winter Workshop on Brain-Computer Interface, {BCI} 2013, Gangwon Province, Korea (South), February 18-20, 2013}, pages = {16--18}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/IWW-BCI.2013.6506613}, doi = {10.1109/IWW-BCI.2013.6506613}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bci3/PorbadnigkTFTVH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bci3/YeomFMBSML13, author = {Seul{-}Ki Yeom and Siamac Fazli and Jan Mehnert and Benjamin Blankertz and Jens Steinbrink and Klaus{-}Robert M{\"{u}}ller and Seong{-}Whan Lee}, title = {Multimodal imaging technique for rapid response brain-computer interface feedback}, booktitle = {International Winter Workshop on Brain-Computer Interface, {BCI} 2013, Gangwon Province, Korea (South), February 18-20, 2013}, pages = {92--94}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/IWW-BCI.2013.6506642}, doi = {10.1109/IWW-BCI.2013.6506642}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bci3/YeomFMBSML13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/birthday/SnyderMBM13, author = {John C. Snyder and Sebastian Mika and Kieron Burke and Klaus{-}Robert M{\"{u}}ller}, editor = {Bernhard Sch{\"{o}}lkopf and Zhiyuan Luo and Vladimir Vovk}, title = {Kernels, Pre-images and Optimization}, booktitle = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik}, pages = {245--259}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-41136-6\_21}, doi = {10.1007/978-3-642-41136-6\_21}, timestamp = {Mon, 04 Apr 2022 16:00:14 +0200}, biburl = {https://dblp.org/rec/conf/birthday/SnyderMBM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/SamekBM13, author = {Wojciech Samek and Alexander Binder and Klaus{-}Robert M{\"{u}}ller}, title = {Multiple Kernel Learning for Brain-Computer Interfacing}, booktitle = {35th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7, 2013}, pages = {7048--7051}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/EMBC.2013.6611181}, doi = {10.1109/EMBC.2013.6611181}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/embc/SamekBM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SamekBMK13, author = {Wojciech Samek and Duncan A. J. Blythe and Klaus{-}Robert M{\"{u}}ller and Motoaki Kawanabe}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Robust Spatial Filtering with Beta Divergence}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {1007--1015}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/7bcdf75ad237b8e02e301f4091fb6bc8-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/SamekBMK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BartzM13, author = {Daniel Bartz and Klaus{-}Robert M{\"{u}}ller}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Generalizing Analytic Shrinkage for Arbitrary Covariance Structures}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {1869--1877}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/8d6dc35e506fc23349dd10ee68dabb64-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BartzM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/BinderMK12, author = {Alexander Binder and Klaus{-}Robert M{\"{u}}ller and Motoaki Kawanabe}, title = {On Taxonomies for Multi-class Image Categorization}, journal = {Int. J. Comput. Vis.}, volume = {99}, number = {3}, pages = {281--301}, year = {2012}, url = {https://doi.org/10.1007/s11263-010-0417-8}, doi = {10.1007/S11263-010-0417-8}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/BinderMK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcheminf/RuppTML12, author = {Matthias Rupp and Alexandre Tkatchenko and Klaus{-}Robert M{\"{u}}ller and O. Anatole von Lilienfeld}, title = {Modeling of molecular atomization energies using machine learning}, journal = {J. Cheminformatics}, volume = {4}, number = {{S-1}}, pages = {33}, year = {2012}, url = {https://doi.org/10.1186/1758-2946-4-S1-P33}, doi = {10.1186/1758-2946-4-S1-P33}, timestamp = {Mon, 12 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcheminf/RuppTML12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/KiralyBMBM12, author = {Franz J. Kir{\'{a}}ly and Paul von B{\"{u}}nau and Frank C. Meinecke and Duncan A. J. Blythe and Klaus{-}Robert M{\"{u}}ller}, title = {Algebraic Geometric Comparison of Probability Distributions}, journal = {J. Mach. Learn. Res.}, volume = {13}, pages = {855--903}, year = {2012}, url = {https://dl.acm.org/doi/10.5555/2503308.2188416}, doi = {10.5555/2503308.2188416}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/KiralyBMBM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/FazliMSCVMB12, author = {Siamac Fazli and Jan Mehnert and Jens Steinbrink and Gabriel Curio and Arno Villringer and Klaus{-}Robert M{\"{u}}ller and Benjamin Blankertz}, title = {Enhanced performance by a hybrid {NIRS-EEG} brain computer interface}, journal = {NeuroImage}, volume = {59}, number = {1}, pages = {519--529}, year = {2012}, url = {https://doi.org/10.1016/j.neuroimage.2011.07.084}, doi = {10.1016/J.NEUROIMAGE.2011.07.084}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/FazliMSCVMB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/BiessmannMLMM12, author = {Felix Bie{\ss}mann and Yusuke Murayama and Nikos K. Logothetis and Klaus{-}Robert M{\"{u}}ller and Frank C. Meinecke}, title = {Improved decoding of neural activity from fMRI signals using non-separable spatiotemporal deconvolutions}, journal = {NeuroImage}, volume = {61}, number = {4}, pages = {1031--1042}, year = {2012}, url = {https://doi.org/10.1016/j.neuroimage.2012.04.015}, doi = {10.1016/J.NEUROIMAGE.2012.04.015}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/BiessmannMLMM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/JiangDMF12, author = {Ning Jiang and Strahinja Dosen and Klaus{-}Robert M{\"{u}}ller and Dario Farina}, title = {Myoelectric Control of Artificial Limbs{\textquestiondown}Is There a Need to Change Focus? [In the Spotlight]}, journal = {{IEEE} Signal Process. Mag.}, volume = {29}, number = {5}, pages = {152--150}, year = {2012}, url = {https://doi.org/10.1109/MSP.2012.2203480}, doi = {10.1109/MSP.2012.2203480}, timestamp = {Wed, 10 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/JiangDMF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/HahneGM12, author = {Janne Mathias Hahne and Bernhard Graimann and Klaus{-}Robert M{\"{u}}ller}, title = {Spatial Filtering for Robust Myoelectric Control}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {59}, number = {5}, pages = {1436--1443}, year = {2012}, url = {https://doi.org/10.1109/TBME.2012.2188799}, doi = {10.1109/TBME.2012.2188799}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/HahneGM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/SchollerBTBCMW12, author = {Simon Scholler and Sebastian Bosse and Matthias Sebastian Treder and Benjamin Blankertz and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller and Thomas Wiegand}, title = {Toward a Direct Measure of Video Quality Perception Using {EEG}}, journal = {{IEEE} Trans. Image Process.}, volume = {21}, number = {5}, pages = {2619--2629}, year = {2012}, url = {https://doi.org/10.1109/TIP.2012.2187672}, doi = {10.1109/TIP.2012.2187672}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/SchollerBTBCMW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BlytheBMM12, author = {Duncan A. J. Blythe and Paul von B{\"{u}}nau and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller}, title = {Feature Extraction for Change-Point Detection Using Stationary Subspace Analysis}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {23}, number = {4}, pages = {631--643}, year = {2012}, url = {https://doi.org/10.1109/TNNLS.2012.2185811}, doi = {10.1109/TNNLS.2012.2185811}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/BlytheBMM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/SamekMKV12, author = {Wojciech Samek and Klaus{-}Robert M{\"{u}}ller and Motoaki Kawanabe and Carmen Vidaurre}, title = {Brain-computer interfacing in discriminative and stationary subspaces}, booktitle = {Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2012, San Diego, CA, USA, August 28 - September 1, 2012}, pages = {2873--2876}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/EMBC.2012.6346563}, doi = {10.1109/EMBC.2012.6346563}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/SamekMKV12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/PascualVMV12, author = {Javier Pascual and Francisco Velasco{-}{\'{A}}lvarez and Klaus{-}Robert M{\"{u}}ller and Carmen Vidaurre}, title = {First study towards linear control of an upper-limb neuroprosthesis with an EEG-based Brain-Computer Interface}, booktitle = {Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2012, San Diego, CA, USA, August 28 - September 1, 2012}, pages = {3269--3273}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/EMBC.2012.6346663}, doi = {10.1109/EMBC.2012.6346663}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/PascualVMV12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/SannelliVMB12, author = {Claudia Sannelli and Carmen Vidaurre and Klaus{-}Robert M{\"{u}}ller and Benjamin Blankertz}, title = {Common Spatial Pattern Patches: Online evaluation on BCI-naive users}, booktitle = {Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2012, San Diego, CA, USA, August 28 - September 1, 2012}, pages = {4744--4747}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/EMBC.2012.6347027}, doi = {10.1109/EMBC.2012.6347027}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/SannelliVMB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/KiralyZM12, author = {Franz J. Kir{\'{a}}ly and Andreas Ziehe and Klaus{-}Robert M{\"{u}}ller}, editor = {Fabian J. Theis and Andrzej Cichocki and Arie Yeredor and Michael Zibulevsky}, title = {An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices}, booktitle = {Latent Variable Analysis and Signal Separation - 10th International Conference, {LVA/ICA} 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7191}, pages = {272--279}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-28551-6\_34}, doi = {10.1007/978-3-642-28551-6\_34}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ica/KiralyZM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsp/BiessmannPHJMB12, author = {Felix Bie{\ss}mann and Jens{-}Michalis Papaioannou and Andreas Harth and M. L. Jugel and Klaus{-}Robert M{\"{u}}ller and Mikio L. Braun}, title = {Quantifying spatiotemporal dynamics of twitter replies to news feeds}, booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2012, Santander, Spain, September 23-26, 2012}, pages = {1--6}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/MLSP.2012.6349806}, doi = {10.1109/MLSP.2012.6349806}, timestamp = {Wed, 16 Oct 2019 14:14:49 +0200}, biburl = {https://dblp.org/rec/conf/mlsp/BiessmannPHJMB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsp/HahneRBMMJFP12, author = {Janne Mathias Hahne and Hubertus Rehbaum and Felix Bie{\ss}mann and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller and Ning Jiang and Dario Farina and Lucas C. Parra}, title = {Simultaneous and proportional control of 2D wrist movements with myoelectric signals}, booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2012, Santander, Spain, September 23-26, 2012}, pages = {1--6}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/MLSP.2012.6349712}, doi = {10.1109/MLSP.2012.6349712}, timestamp = {Wed, 10 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsp/HahneRBMMJFP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MontavonHFRBZTLM12, author = {Gr{\'{e}}goire Montavon and Katja Hansen and Siamac Fazli and Matthias Rupp and Franziska Biegler and Andreas Ziehe and Alexandre Tkatchenko and O. Anatole von Lilienfeld and Klaus{-}Robert M{\"{u}}ller}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Learning Invariant Representations of Molecules for Atomization Energy Prediction}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {449--457}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/115f89503138416a242f40fb7d7f338e-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MontavonHFRBZTLM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/KiralyBMBMM12, author = {Franz J. Kir{\'{a}}ly and Paul von B{\"{u}}nau and Jan Saputra M{\"{u}}ller and Duncan A. J. Blythe and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller}, editor = {Neil D. Lawrence and Mark A. Girolami}, title = {Regression for sets of polynomial equations}, booktitle = {Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, Spain, April 21-23, 2012}, series = {{JMLR} Proceedings}, volume = {22}, pages = {628--637}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v22/kiraly12.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/KiralyBMBMM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/MontavonBM12, author = {Gr{\'{e}}goire Montavon and Mikio L. Braun and Klaus{-}Robert M{\"{u}}ller}, editor = {Neil D. Lawrence and Mark A. Girolami}, title = {Deep Boltzmann Machines as Feed-Forward Hierarchies}, booktitle = {Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, Spain, April 21-23, 2012}, series = {{JMLR} Proceedings}, volume = {22}, pages = {798--804}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v22/montavon12.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MontavonBM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Introduction}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {1--5}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_1}, doi = {10.1007/978-3-642-35289-8\_1}, timestamp = {Wed, 25 Sep 2019 17:41:07 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12a, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Speeding Learning}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {7--8}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_2}, doi = {10.1007/978-3-642-35289-8\_2}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/LeCunBOM12, author = {Yann LeCun and L{\'{e}}on Bottou and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Efficient BackProp}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {9--48}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_3}, doi = {10.1007/978-3-642-35289-8\_3}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/LeCunBOM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12b, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Regularization Techniques to Improve Generalization}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {49--51}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_4}, doi = {10.1007/978-3-642-35289-8\_4}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12c, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Improving Network Models and Algorithmic Tricks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {139--141}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_10}, doi = {10.1007/978-3-642-35289-8\_10}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12d, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Representing and Incorporating Prior Knowledge in Neural Network Training}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {231--233}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_16}, doi = {10.1007/978-3-642-35289-8\_16}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12d.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12e, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Tricks for Time Series}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {339--341}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_21}, doi = {10.1007/978-3-642-35289-8\_21}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12e.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MontavonM12, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Big Learning and Deep Neural Networks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {419--420}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_24}, doi = {10.1007/978-3-642-35289-8\_24}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/MontavonM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MontavonM12a, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Better Representations: Invariant, Disentangled and Reusable}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {559--560}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_29}, doi = {10.1007/978-3-642-35289-8\_29}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/MontavonM12a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MontavonM12b, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Deep Boltzmann Machines and the Centering Trick}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {621--637}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_33}, doi = {10.1007/978-3-642-35289-8\_33}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/MontavonM12b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MontavonM12c, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Identifying Dynamical Systems for Forecasting and Control}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {657--658}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_35}, doi = {10.1007/978-3-642-35289-8\_35}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/MontavonM12c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/lncs/7700, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8}, doi = {10.1007/978-3-642-35289-8}, isbn = {978-3-642-35288-1}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/7700.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1203-3783, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, title = {Learning Feature Hierarchies with Centered Deep Boltzmann Machines}, journal = {CoRR}, volume = {abs/1203.3783}, year = {2012}, url = {http://arxiv.org/abs/1203.3783}, eprinttype = {arXiv}, eprint = {1203.3783}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1203-3783.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1209-4115, author = {Wojciech Samek and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller}, title = {Transferring Subspaces Between Subjects in Brain-Computer Interfacing}, journal = {CoRR}, volume = {abs/1209.4115}, year = {2012}, url = {http://arxiv.org/abs/1209.4115}, eprinttype = {arXiv}, eprint = {1209.4115}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1209-4115.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/RathkeHBM11, author = {Fabian Rathke and Katja Hansen and Ulf Brefeld and Klaus{-}Robert M{\"{u}}ller}, title = {StructRank: {A} New Approach for Ligand-Based Virtual Screening}, journal = {J. Chem. Inf. Model.}, volume = {51}, number = {1}, pages = {83--92}, year = {2011}, url = {https://doi.org/10.1021/ci100308f}, doi = {10.1021/CI100308F}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcisd/RathkeHBM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MontavonBM11, author = {Gr{\'{e}}goire Montavon and Mikio L. Braun and Klaus{-}Robert M{\"{u}}ller}, title = {Kernel Analysis of Deep Networks}, journal = {J. Mach. Learn. Res.}, volume = {12}, pages = {2563--2581}, year = {2011}, url = {https://dl.acm.org/doi/10.5555/1953048.2078188}, doi = {10.5555/1953048.2078188}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MontavonBM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MullerBMKM11, author = {Jan Saputra M{\"{u}}ller and Paul von B{\"{u}}nau and Frank C. Meinecke and Franz J. Kir{\'{a}}ly and Klaus{-}Robert M{\"{u}}ller}, title = {The Stationary Subspace Analysis Toolbox}, journal = {J. Mach. Learn. Res.}, volume = {12}, pages = {3065--3069}, year = {2011}, url = {https://dl.acm.org/doi/10.5555/1953048.2078203}, doi = {10.5555/1953048.2078203}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MullerBMKM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/VidaurreSMB11, author = {Carmen Vidaurre and Claudia Sannelli and Klaus{-}Robert M{\"{u}}ller and Benjamin Blankertz}, title = {Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces}, journal = {Neural Comput.}, volume = {23}, number = {3}, pages = {791--816}, year = {2011}, url = {https://doi.org/10.1162/NECO\_a\_00089}, doi = {10.1162/NECO\_A\_00089}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neco/VidaurreSMB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/HaufeTDSBNM11, author = {Stefan Haufe and Ryota Tomioka and Thorsten Dickhaus and Claudia Sannelli and Benjamin Blankertz and Guido Nolte and Klaus{-}Robert M{\"{u}}ller}, title = {Large-scale {EEG/MEG} source localization with spatial flexibility}, journal = {NeuroImage}, volume = {54}, number = {2}, pages = {851--859}, year = {2011}, url = {https://doi.org/10.1016/j.neuroimage.2010.09.003}, doi = {10.1016/J.NEUROIMAGE.2010.09.003}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/HaufeTDSBNM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/LemmBDM11, author = {Steven Lemm and Benjamin Blankertz and Thorsten Dickhaus and Klaus{-}Robert M{\"{u}}ller}, title = {Introduction to machine learning for brain imaging}, journal = {NeuroImage}, volume = {56}, number = {2}, pages = {387--399}, year = {2011}, url = {https://doi.org/10.1016/j.neuroimage.2010.11.004}, doi = {10.1016/J.NEUROIMAGE.2010.11.004}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/LemmBDM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/BlankertzLTHM11, author = {Benjamin Blankertz and Steven Lemm and Matthias Sebastian Treder and Stefan Haufe and Klaus{-}Robert M{\"{u}}ller}, title = {Single-trial analysis and classification of {ERP} components - {A} tutorial}, journal = {NeuroImage}, volume = {56}, number = {2}, pages = {814--825}, year = {2011}, url = {https://doi.org/10.1016/j.neuroimage.2010.06.048}, doi = {10.1016/J.NEUROIMAGE.2010.06.048}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/BlankertzLTHM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/FazliDSM11, author = {Siamac Fazli and M{\'{a}}rton Dan{\'{o}}czy and J{\"{u}}rg Schelldorfer and Klaus{-}Robert M{\"{u}}ller}, title = {{\(\mathscr{l}\)}\({}_{\mbox{1}}\)-penalized linear mixed-effects models for high dimensional data with application to {BCI}}, journal = {NeuroImage}, volume = {56}, number = {4}, pages = {2100--2108}, year = {2011}, url = {https://doi.org/10.1016/j.neuroimage.2011.03.061}, doi = {10.1016/J.NEUROIMAGE.2011.03.061}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/FazliDSM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/VidaurreKBBM11, author = {Carmen Vidaurre and Motoaki Kawanabe and Paul von B{\"{u}}nau and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller}, title = {Toward Unsupervised Adaptation of {LDA} for Brain-Computer Interfaces}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {58}, number = {3}, pages = {587--597}, year = {2011}, url = {https://doi.org/10.1109/TBME.2010.2093133}, doi = {10.1109/TBME.2010.2093133}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/VidaurreKBBM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/TheisKM11, author = {Fabian J. Theis and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, title = {Uniqueness of Non-Gaussianity-Based Dimension Reduction}, journal = {{IEEE} Trans. Signal Process.}, volume = {59}, number = {9}, pages = {4478--4482}, year = {2011}, url = {https://doi.org/10.1109/TSP.2011.2159600}, doi = {10.1109/TSP.2011.2159600}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/TheisKM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/clef/BinderSKMMK11, author = {Alexander Binder and Wojciech Samek and Marius Kloft and Christina M{\"{u}}ller and Klaus{-}Robert M{\"{u}}ller and Motoaki Kawanabe}, editor = {Vivien Petras and Pamela Forner and Paul D. Clough}, title = {The Joint Submission of the {TU} Berlin and Fraunhofer {FIRST} {(TUBFI)} to the ImageCLEF2011 Photo Annotation Task}, booktitle = {{CLEF} 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011, Amsterdam, The Netherlands}, series = {{CEUR} Workshop Proceedings}, volume = {1177}, publisher = {CEUR-WS.org}, year = {2011}, url = {https://ceur-ws.org/Vol-1177/CLEF2011wn-ImageCLEF-BinderEt2011.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:36 +0100}, biburl = {https://dblp.org/rec/conf/clef/BinderSKMMK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/PorbadnigkSBRBS11, author = {Anne K. Porbadnigk and Simon Scholler and Benjamin Blankertz and Arnd Ritz and Matthias Born and Robert Scholl and Klaus{-}Robert M{\"{u}}ller and Gabriel Curio and Matthias Sebastian Treder}, title = {Revealing the neural response to imperceptible peripheral flicker with machine learning}, booktitle = {33rd Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August 30 - Sept. 3, 2011}, pages = {3692--3695}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/IEMBS.2011.6090625}, doi = {10.1109/IEMBS.2011.6090625}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/PorbadnigkSBRBS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/FazliDSM11, author = {Siamac Fazli and M{\'{a}}rton Dan{\'{o}}czy and J{\"{u}}rg Schelldorfer and Klaus{-}Robert M{\"{u}}ller}, editor = {Timo Honkela and Wlodzislaw Duch and Mark A. Girolami and Samuel Kaski}, title = {{\(\mathscr{l}\)}\({}_{\mbox{1}}\)-Penalized Linear Mixed-Effects Models for {BCI}}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6791}, pages = {26--35}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-21735-7\_4}, doi = {10.1007/978-3-642-21735-7\_4}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/FazliDSM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsp/JenssenKSZM11, author = {Robert Jenssen and Marius Kloft and S{\"{o}}ren Sonnenburg and Alexander Zien and Klaus{-}Robert M{\"{u}}ller}, title = {A new scatter-based multi-class support vector machine}, booktitle = {2011 {IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2011, Beijing, China, September 18-21, 2011}, pages = {1--6}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/MLSP.2011.6064625}, doi = {10.1109/MLSP.2011.6064625}, timestamp = {Wed, 16 Oct 2019 14:14:49 +0200}, biburl = {https://dblp.org/rec/conf/mlsp/JenssenKSZM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BiessmannMLMM11, author = {Felix Bie{\ss}mann and Yusuke Murayama and Nikos K. Logothetis and Klaus{-}Robert M{\"{u}}ller and Frank C. Meinecke}, editor = {Georg Langs and Irina Rish and Moritz Grosse{-}Wentrup and Brian Murphy}, title = {Non-separable Spatiotemporal Brain Hemodynamics Contain Neural Information}, booktitle = {Machine Learning and Interpretation in Neuroimaging - International Workshop, {MLINI} 2011, Held at {NIPS} 2011, Sierra Nevada, Spain, December 16-17, 2011, Revised Selected and Invited Contributions}, series = {Lecture Notes in Computer Science}, volume = {7263}, pages = {140--147}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-34713-9\_18}, doi = {10.1007/978-3-642-34713-9\_18}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/nips/BiessmannMLMM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HaufeNNM11, author = {Stefan Haufe and Vadim V. Nikulin and Guido Nolte and Klaus{-}Robert M{\"{u}}ller}, editor = {Georg Langs and Irina Rish and Moritz Grosse{-}Wentrup and Brian Murphy}, title = {Pitfalls in EEG-Based Brain Effective Connectivity Analysis}, booktitle = {Machine Learning and Interpretation in Neuroimaging - International Workshop, {MLINI} 2011, Held at {NIPS} 2011, Sierra Nevada, Spain, December 16-17, 2011, Revised Selected and Invited Contributions}, series = {Lecture Notes in Computer Science}, volume = {7263}, pages = {202--209}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-34713-9\_26}, doi = {10.1007/978-3-642-34713-9\_26}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HaufeNNM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1108-2486, author = {Duncan A. J. Blythe and Paul von B{\"{u}}nau and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller}, title = {Feature Extraction for Change-Point Detection using Stationary Subspace Analysis}, journal = {CoRR}, volume = {abs/1108.2486}, year = {2011}, url = {http://arxiv.org/abs/1108.2486}, eprinttype = {arXiv}, eprint = {1108.2486}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1108-2486.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-3069, author = {Daniel Bartz and Kerr Hatrick and Christian W. Hesse and Klaus{-}Robert M{\"{u}}ller and Steven Lemm}, title = {Directional Variance Adjustment: a novel covariance estimator for high dimensional portfolio optimization}, journal = {CoRR}, volume = {abs/1109.3069}, year = {2011}, url = {http://arxiv.org/abs/1109.3069}, eprinttype = {arXiv}, eprint = {1109.3069}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-3069.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1112-3697, author = {Alexander Binder and Shinichi Nakajima and Marius Kloft and Christina M{\"{u}}ller and Wojciech Samek and Ulf Brefeld and Klaus{-}Robert M{\"{u}}ller and Motoaki Kawanabe}, title = {Insights from Classifying Visual Concepts with Multiple Kernel Learning}, journal = {CoRR}, volume = {abs/1112.3697}, year = {2011}, url = {http://arxiv.org/abs/1112.3697}, eprinttype = {arXiv}, eprint = {1112.3697}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1112-3697.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1112-5441, author = {John C. Snyder and Matthias Rupp and Katja Hansen and Klaus{-}Robert M{\"{u}}ller and Kieron Burke}, title = {Finding Density Functionals with Machine Learning}, journal = {CoRR}, volume = {abs/1112.5441}, year = {2011}, url = {http://arxiv.org/abs/1112.5441}, eprinttype = {arXiv}, eprint = {1112.5441}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1112-5441.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fini/VenthurSWDTKMB10, author = {Bastian Venthur and Simon Scholler and John Williamson and Sven D{\"{a}}hne and Matthias Sebastian Treder and Maria T. Kramarek and Klaus{-}Robert M{\"{u}}ller and Benjamin Blankertz}, title = {Pyff - {A} Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience}, journal = {Frontiers Neuroinformatics}, volume = {4}, pages = {179}, year = {2010}, url = {https://doi.org/10.3389/fnins.2010.00179}, doi = {10.3389/FNINS.2010.00179}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fini/VenthurSWDTKMB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcheminf/RuppSSPHZRSMS10, author = {Matthias Rupp and Timon Schroeter and Ramona Steri and Ewgenij Proschak and Katja Hansen and Heiko Zettl and Oliver Rau and Manfred Schubert{-}Zsilavecz and Klaus{-}Robert M{\"{u}}ller and Gisbert Schneider}, title = {Kernel learning for ligand-based virtual screening: discovery of a new PPAR{\(\gamma\)} agonist}, journal = {J. Cheminformatics}, volume = {2}, number = {{S-1}}, pages = {27}, year = {2010}, url = {https://doi.org/10.1186/1758-2946-2-S1-P27}, doi = {10.1186/1758-2946-2-S1-P27}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcheminf/RuppSSPHZRSMS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/SushkoNKPCLGHSMXLYOHDSTPAKMYFMTBHMMVPT10, author = {Iurii Sushko and Sergii Novotarskyi and Robert K{\"{o}}rner and Anil Kumar Pandey and Artem Cherkasov and Jiazhong Li and Paola Gramatica and Katja Hansen and Timon Schroeter and Klaus{-}Robert M{\"{u}}ller and Lili Xi and Huanxiang Liu and Xiaojun Yao and Tomas {\"{O}}berg and Farhad Hormozdiari and Phuong Dao and S{\"{u}}leyman Cenk Sahinalp and Roberto Todeschini and Pavel G. Polishchuk and Anatoly G. Artemenko and Victor Kuzmin and Todd Martin and Douglas M. Young and Denis Fourches and Eugene N. Muratov and Alexander Tropsha and Igor I. Baskin and Dragos Horvath and Gilles Marcou and Christophe Muller and Alexandre Varnek and Volodymyr V. Prokopenko and Igor V. Tetko}, title = {Applicability Domains for Classification Problems: Benchmarking of Distance to Models for Ames Mutagenicity Set}, journal = {J. Chem. Inf. Model.}, volume = {50}, number = {12}, pages = {2094--2111}, year = {2010}, url = {https://doi.org/10.1021/ci100253r}, doi = {10.1021/CI100253R}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcisd/SushkoNKPCLGHSMXLYOHDSTPAKMYFMTBHMMVPT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/RieckKBM10, author = {Konrad Rieck and Tammo Krueger and Ulf Brefeld and Klaus{-}Robert M{\"{u}}ller}, title = {Approximate Tree Kernels}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {555--580}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1756022}, doi = {10.5555/1756006.1756022}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/RieckKBM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BaehrensSHKHM10, author = {David Baehrens and Timon Schroeter and Stefan Harmeling and Motoaki Kawanabe and Katja Hansen and Klaus{-}Robert M{\"{u}}ller}, title = {How to Explain Individual Classification Decisions}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {1803--1831}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1859912}, doi = {10.5555/1756006.1859912}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BaehrensSHKHM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BiessmannMGRRLM10, author = {Felix Bie{\ss}mann and Frank C. Meinecke and Arthur Gretton and Alexander Rauch and Gregor Rainer and Nikos K. Logothetis and Klaus{-}Robert M{\"{u}}ller}, title = {Temporal kernel {CCA} and its application in multimodal neuronal data analysis}, journal = {Mach. Learn.}, volume = {79}, number = {1-2}, pages = {5--27}, year = {2010}, url = {https://doi.org/10.1007/s10994-009-5153-3}, doi = {10.1007/S10994-009-5153-3}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BiessmannMGRRLM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/TomiokaM10, author = {Ryota Tomioka and Klaus{-}Robert M{\"{u}}ller}, title = {A regularized discriminative framework for {EEG} analysis with application to brain-computer interface}, journal = {NeuroImage}, volume = {49}, number = {1}, pages = {415--432}, year = {2010}, url = {https://doi.org/10.1016/j.neuroimage.2009.07.045}, doi = {10.1016/J.NEUROIMAGE.2009.07.045}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/TomiokaM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/BlankertzSHHKMCD10, author = {Benjamin Blankertz and Claudia Sannelli and Sebastian Halder and Eva M. Hammer and Andrea K{\"{u}}bler and Klaus{-}Robert M{\"{u}}ller and Gabriel Curio and Thorsten Dickhaus}, title = {Neurophysiological predictor of SMR-based {BCI} performance}, journal = {NeuroImage}, volume = {51}, number = {4}, pages = {1303--1309}, year = {2010}, url = {https://doi.org/10.1016/j.neuroimage.2010.03.022}, doi = {10.1016/J.NEUROIMAGE.2010.03.022}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/BlankertzSHHKMCD10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/HaufeTNMK10, author = {Stefan Haufe and Ryota Tomioka and Guido Nolte and Klaus{-}Robert M{\"{u}}ller and Motoaki Kawanabe}, title = {Modeling Sparse Connectivity Between Underlying Brain Sources for {EEG/MEG}}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {57}, number = {8}, pages = {1954--1963}, year = {2010}, url = {https://doi.org/10.1109/TBME.2010.2046325}, doi = {10.1109/TBME.2010.2046325}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/HaufeTNMK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hais/VidaurreSMB10, author = {Carmen Vidaurre and Claudia Sannelli and Klaus{-}Robert M{\"{u}}ller and Benjamin Blankertz}, editor = {Manuel Gra{\~{n}}a Romay and Emilio Corchado and M. Teresa Garc{\'{\i}}a{-}Sebasti{\'{a}}n}, title = {Machine-Learning Based Co-adaptive Calibration: {A} Perspective to Fight {BCI} Illiteracy}, booktitle = {Hybrid Artificial Intelligence Systems, 5th International Conference, {HAIS} 2010, San Sebasti{\'{a}}n, Spain, June 23-25, 2010. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6076}, pages = {413--420}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13769-3\_50}, doi = {10.1007/978-3-642-13769-3\_50}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hais/VidaurreSMB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MontavonBM10, author = {Gr{\'{e}}goire Montavon and Mikio L. Braun and Klaus{-}Robert M{\"{u}}ller}, editor = {John D. Lafferty and Christopher K. I. Williams and John Shawe{-}Taylor and Richard S. Zemel and Aron Culotta}, title = {Layer-wise analysis of deep networks with Gaussian kernels}, booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada}, pages = {1678--1686}, publisher = {Curran Associates, Inc.}, year = {2010}, url = {https://proceedings.neurips.cc/paper/2010/hash/7eabe3a1649ffa2b3ff8c02ebfd5659f-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MontavonBM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/HaufeMNK10, author = {Stefan Haufe and Klaus{-}Robert M{\"{u}}ller and Guido Nolte and Nicole Kr{\"{a}}mer}, editor = {Isabelle Guyon and Dominik Janzing and Bernhard Sch{\"{o}}lkopf}, title = {Sparse Causal Discovery in Multivariate Time Series}, booktitle = {Causality: Objectives and Assessment {(NIPS} 2008 Workshop), Whistler, Canada, December 12, 2008}, series = {{JMLR} Proceedings}, volume = {6}, pages = {97--106}, publisher = {JMLR.org}, year = {2010}, url = {http://proceedings.mlr.press/v6/haufe10a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/HaufeMNK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/NolteZKPM10, author = {Guido Nolte and Andreas Ziehe and Nicole Kr{\"{a}}mer and Florin Popescu and Klaus{-}Robert M{\"{u}}ller}, editor = {Isabelle Guyon and Dominik Janzing and Bernhard Sch{\"{o}}lkopf}, title = {Comparison of Granger Causality and Phase Slope Index}, booktitle = {Causality: Objectives and Assessment {(NIPS} 2008 Workshop), Whistler, Canada, December 12, 2008}, series = {{JMLR} Proceedings}, volume = {6}, pages = {267--276}, publisher = {JMLR.org}, year = {2010}, url = {http://proceedings.mlr.press/v6/nolte10a.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/NolteZKPM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/hci/FazliDPBM10, author = {Siamac Fazli and M{\'{a}}rton Dan{\'{o}}czy and Florin Popescu and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller}, editor = {Desney S. Tan and Anton Nijholt}, title = {Using Rest Class and Control Paradigms for Brain Computer Interfacing}, booktitle = {Brain-Computer Interfaces - Applying our Minds to Human-Computer Interaction}, series = {Human-Computer Interaction Series}, pages = {55--70}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-1-84996-272-8\_4}, doi = {10.1007/978-1-84996-272-8\_4}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/hci/FazliDPBM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bell/WahlRLDM09, author = {Stefan Wahl and Konrad Rieck and Pavel Laskov and Peter Domschitz and Klaus{-}Robert M{\"{u}}ller}, title = {Securing {IMS} against novel threats}, journal = {Bell Labs Tech. J.}, volume = {14}, number = {1}, pages = {243--257}, year = {2009}, url = {https://doi.org/10.1002/bltj.20365}, doi = {10.1002/BLTJ.20365}, timestamp = {Thu, 27 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bell/WahlRLDM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijmms/WilliamsonMBKM09, author = {John Williamson and Roderick Murray{-}Smith and Benjamin Blankertz and Matthias Krauledat and Klaus{-}Robert M{\"{u}}ller}, title = {Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces}, journal = {Int. J. Hum. Comput. Stud.}, volume = {67}, number = {10}, pages = {827--841}, year = {2009}, url = {https://doi.org/10.1016/j.ijhcs.2009.05.009}, doi = {10.1016/J.IJHCS.2009.05.009}, timestamp = {Thu, 11 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijmms/WilliamsonMBKM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/HansenMSSLSHM09, author = {Katja Hansen and Sebastian Mika and Timon Schroeter and Andreas Sutter and Antonius ter Laak and Thomas Steger{-}Hartmann and Nikolaus Heinrich and Klaus{-}Robert M{\"{u}}ller}, title = {Benchmark Data Set for in Silico Prediction of Ames Mutagenicity}, journal = {J. Chem. Inf. Model.}, volume = {49}, number = {9}, pages = {2077--2081}, year = {2009}, url = {https://doi.org/10.1021/ci900161g}, doi = {10.1021/CI900161G}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcisd/HansenMSSLSHM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/IsaFM09, author = {Tadashi Isa and Eberhard E. Fetz and Klaus{-}Robert M{\"{u}}ller}, title = {Recent advances in brain-machine interfaces}, journal = {Neural Networks}, volume = {22}, number = {9}, pages = {1201--1202}, year = {2009}, url = {https://doi.org/10.1016/j.neunet.2009.10.003}, doi = {10.1016/J.NEUNET.2009.10.003}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/IsaFM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/SannelliBM09, author = {Claudia Sannelli and Mikio L. Braun and Klaus{-}Robert M{\"{u}}ller}, title = {Improving {BCI} performance by task-related trial pruning}, journal = {Neural Networks}, volume = {22}, number = {9}, pages = {1295--1304}, year = {2009}, url = {https://doi.org/10.1016/j.neunet.2009.08.006}, doi = {10.1016/J.NEUNET.2009.08.006}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/SannelliBM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/FazliPDBMG09, author = {Siamac Fazli and Florin Popescu and M{\'{a}}rton Dan{\'{o}}czy and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller and Cristian Grozea}, title = {Subject-independent mental state classification in single trials}, journal = {Neural Networks}, volume = {22}, number = {9}, pages = {1305--1312}, year = {2009}, url = {https://doi.org/10.1016/j.neunet.2009.06.003}, doi = {10.1016/J.NEUNET.2009.06.003}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/FazliPDBMG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/LemmMC09, author = {Steven Lemm and Klaus{-}Robert M{\"{u}}ller and Gabriel Curio}, title = {A Generalized Framework for Quantifying the Dynamics of {EEG} Event-Related Desynchronization}, journal = {PLoS Comput. Biol.}, volume = {5}, number = {8}, year = {2009}, url = {https://doi.org/10.1371/journal.pcbi.1000453}, doi = {10.1371/JOURNAL.PCBI.1000453}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/LemmMC09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccvw/MeineckeBKM09, author = {Frank C. Meinecke and Paul von B{\"{u}}nau and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, title = {Learning invariances with Stationary Subspace Analysis}, booktitle = {12th {IEEE} International Conference on Computer Vision Workshops, {ICCV} Workshops 2009, Kyoto, Japan, September 27 - October 4, 2009}, pages = {87--92}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICCVW.2009.5457715}, doi = {10.1109/ICCVW.2009.5457715}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccvw/MeineckeBKM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/BunauMM09, author = {Paul von B{\"{u}}nau and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller}, editor = {T{\"{u}}lay Adali and Christian Jutten and Jo{\~{a}}o Marcos Travassos Romano and Allan Kardec Barros}, title = {Stationary Subspace Analysis}, booktitle = {Independent Component Analysis and Signal Separation, 8th International Conference, {ICA} 2009, Paraty, Brazil, March 15-18, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5441}, pages = {1--8}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-00599-2\_1}, doi = {10.1007/978-3-642-00599-2\_1}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ida/BunauMM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwann/FazliDPBM09, author = {Siamac Fazli and M{\'{a}}rton Dan{\'{o}}czy and Florin Popescu and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller}, editor = {Joan Cabestany and Francisco Sandoval Hern{\'{a}}ndez and Alberto Prieto and Juan M. Corchado}, title = {Using Rest Class and Control Paradigms for Brain Computer Interfacing}, booktitle = {Bio-Inspired Systems: Computational and Ambient Intelligence, 10th International Work-Conference on Artificial Neural Networks, {IWANN} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5517}, pages = {651--665}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-02478-8\_82}, doi = {10.1007/978-3-642-02478-8\_82}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iwann/FazliDPBM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwann/KawanabeVBM09, author = {Motoaki Kawanabe and Carmen Vidaurre and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller}, editor = {Joan Cabestany and Francisco Sandoval Hern{\'{a}}ndez and Alberto Prieto and Juan M. Corchado}, title = {A Maxmin Approach to Optimize Spatial Filters for {EEG} Single-Trial Classification}, booktitle = {Bio-Inspired Systems: Computational and Ambient Intelligence, 10th International Work-Conference on Artificial Neural Networks, {IWANN} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5517}, pages = {674--682}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-02478-8\_84}, doi = {10.1007/978-3-642-02478-8\_84}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iwann/KawanabeVBM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FazliGDBPM09, author = {Siamac Fazli and Cristian Grozea and M{\'{a}}rton Dan{\'{o}}czy and Benjamin Blankertz and Florin Popescu and Klaus{-}Robert M{\"{u}}ller}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Subject independent EEG-based {BCI} decoding}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {513--521}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/8a1e808b55fde9455cb3d8857ed88389-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FazliGDBPM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KloftBSLMZ09, author = {Marius Kloft and Ulf Brefeld and S{\"{o}}ren Sonnenburg and Pavel Laskov and Klaus{-}Robert M{\"{u}}ller and Alexander Zien}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Efficient and Accurate Lp-Norm Multiple Kernel Learning}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {997--1005}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/d516b13671a4179d9b7b458a6ebdeb92-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KloftBSLMZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0912-1128, author = {David Baehrens and Timon Schroeter and Stefan Harmeling and Motoaki Kawanabe and Katja Hansen and Klaus{-}Robert M{\"{u}}ller}, title = {How to Explain Individual Classification Decisions}, journal = {CoRR}, volume = {abs/0912.1128}, year = {2009}, url = {http://arxiv.org/abs/0912.1128}, eprinttype = {arXiv}, eprint = {0912.1128}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0912-1128.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/NijholtTPBMAGPBM08, author = {Anton Nijholt and Desney S. Tan and Gert Pfurtscheller and Clemens Brunner and Jos{\'{e}} del R. Mill{\'{a}}n and Brendan Z. Allison and Bernhard Graimann and Florin Popescu and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller}, title = {Brain-Computer Interfacing for Intelligent Systems}, journal = {{IEEE} Intell. Syst.}, volume = {23}, number = {3}, pages = {72--79}, year = {2008}, url = {https://doi.org/10.1109/MIS.2008.41}, doi = {10.1109/MIS.2008.41}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/NijholtTPBMAGPBM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieicet/SugiyamaKBM08, author = {Masashi Sugiyama and Motoaki Kawanabe and Gilles Blanchard and Klaus{-}Robert M{\"{u}}ller}, title = {Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals with Gaussian Noise}, journal = {{IEICE} Trans. Inf. Syst.}, volume = {91-D}, number = {5}, pages = {1577--1580}, year = {2008}, url = {https://doi.org/10.1093/ietisy/e91-d.5.1577}, doi = {10.1093/IETISY/E91-D.5.1577}, timestamp = {Sat, 11 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ieicet/SugiyamaKBM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/SchwaighoferSMHLLRHM08, author = {Anton Schwaighofer and Timon Schroeter and Sebastian Mika and Katja Hansen and Antonius ter Laak and Philip Lienau and Andreas Reichel and Nikolaus Heinrich and Klaus{-}Robert M{\"{u}}ller}, title = {A Probabilistic Approach to Classifying Metabolic Stability}, journal = {J. Chem. Inf. Model.}, volume = {48}, number = {4}, pages = {785--796}, year = {2008}, url = {https://doi.org/10.1021/ci700142c}, doi = {10.1021/CI700142C}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcisd/SchwaighoferSMHLLRHM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BraunBM08, author = {Mikio L. Braun and Joachim M. Buhmann and Klaus{-}Robert M{\"{u}}ller}, title = {On Relevant Dimensions in Kernel Feature Spaces}, journal = {J. Mach. Learn. Res.}, volume = {9}, pages = {1875--1908}, year = {2008}, url = {https://dl.acm.org/doi/10.5555/1390681.1442795}, doi = {10.5555/1390681.1442795}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BraunBM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/HaufeNZMN08, author = {Stefan Haufe and Vadim V. Nikulin and Andreas Ziehe and Klaus{-}Robert M{\"{u}}ller and Guido Nolte}, title = {Combining sparsity and rotational invariance in {EEG/MEG} source reconstruction}, journal = {NeuroImage}, volume = {42}, number = {2}, pages = {726--738}, year = {2008}, url = {https://doi.org/10.1016/j.neuroimage.2008.04.246}, doi = {10.1016/J.NEUROIMAGE.2008.04.246}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/HaufeNZMN08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/SajdaMS08, author = {Paul Sajda and Klaus{-}Robert M{\"{u}}ller and Krishna V. Shenoy}, title = {Brain-Computer Interfaces [from the guest editors]}, journal = {{IEEE} Signal Process. Mag.}, volume = {25}, number = {1}, pages = {16--17}, year = {2008}, url = {https://doi.org/10.1109/MSP.2008.4408438}, doi = {10.1109/MSP.2008.4408438}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/SajdaMS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/BlankertzTLKM08, author = {Benjamin Blankertz and Ryota Tomioka and Steven Lemm and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, title = {Optimizing Spatial filters for Robust {EEG} Single-Trial Analysis}, journal = {{IEEE} Signal Process. Mag.}, volume = {25}, number = {1}, pages = {41--56}, year = {2008}, url = {https://doi.org/10.1109/MSP.2008.4408441}, doi = {10.1109/MSP.2008.4408441}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/BlankertzTLKM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/BlankertzLKDCM08, author = {Benjamin Blankertz and Florian Losch and Matthias Krauledat and Guido Dornhege and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, title = {The Berlin Brain-Computer Interface: Accurate Performance From First-Session in BCI-Na{\"{I}}ve Subjects}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {55}, number = {10}, pages = {2452--2462}, year = {2008}, url = {https://doi.org/10.1109/TBME.2008.923152}, doi = {10.1109/TBME.2008.923152}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/BlankertzLKDCM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/FrancLM08, author = {Vojtech Franc and Pavel Laskov and Klaus{-}Robert M{\"{u}}ller}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {Stopping conditions for exact computation of leave-one-out error in support vector machines}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {328--335}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390198}, doi = {10.1145/1390156.1390198}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/FrancLM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iptcomm/RieckWLDM08, author = {Konrad Rieck and Stefan Wahl and Pavel Laskov and Peter Domschitz and Klaus{-}Robert M{\"{u}}ller}, editor = {Henning Schulzrinne and Radu State and Saverio Niccolini}, title = {A Self-learning System for Detection of Anomalous {SIP} Messages}, booktitle = {Principles, Systems and Applications of {IP} Telecommunications. Services and Security for Next Generation Networks, Second International Conference, IPTComm 2008, Heidelberg, Germany, July 1-2, 2008. Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {5310}, pages = {90--106}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-89054-6\_5}, doi = {10.1007/978-3-540-89054-6\_5}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iptcomm/RieckWLDM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HaufeNZMN08, author = {Stefan Haufe and Vadim V. Nikulin and Andreas Ziehe and Klaus{-}Robert M{\"{u}}ller and Guido Nolte}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Estimating vector fields using sparse basis field expansions}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {617--624}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/1679091c5a880faf6fb5e6087eb1b2dc-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/HaufeNZMN08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TangermannKGSBVM08, author = {Michael Tangermann and Matthias Krauledat and Konrad Grzeska and Max Sagebaum and Benjamin Blankertz and Carmen Vidaurre and Klaus{-}Robert M{\"{u}}ller}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Playing Pinball with non-invasive {BCI}}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {1641--1648}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/f0e52b27a7a5d6a1a87373dffa53dbe5-Abstract.html}, timestamp = {Fri, 21 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/TangermannKGSBVM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wcci/BlankertzTPKFDCM08, author = {Benjamin Blankertz and Michael Tangermann and Florin Popescu and Matthias Krauledat and Siamac Fazli and M{\'{a}}rton D{\'{o}}naczy and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, editor = {Jacek M. Zurada and Gary G. Yen and Jun Wang}, title = {The Berlin Brain-Computer Interface}, booktitle = {Computational Intelligence: Research Frontiers, {IEEE} World Congress on Computational Intelligence, {WCCI} 2008, Hong Kong, China, June 1-6, 2008, Plenary/Invited Lectures}, series = {Lecture Notes in Computer Science}, volume = {5050}, pages = {79--101}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-68860-0\_4}, doi = {10.1007/978-3-540-68860-0\_4}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wcci/BlankertzTPKFDCM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijmms/KrepkiCBM07, author = {Roman Krepki and Gabriel Curio and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller}, title = {Berlin Brain-Computer Interface - The {HCI} communication channel for discovery}, journal = {Int. J. Hum. Comput. Stud.}, volume = {65}, number = {5}, pages = {460--477}, year = {2007}, url = {https://doi.org/10.1016/j.ijhcs.2006.11.010}, doi = {10.1016/J.IJHCS.2006.11.010}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijmms/KrepkiCBM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcamd/SchroeterSMLSGHM07, author = {Timon Schroeter and Anton Schwaighofer and Sebastian Mika and Antonius ter Laak and Detlev S{\"{u}}lzle and Ursula Ganzer and Nikolaus Heinrich and Klaus{-}Robert M{\"{u}}ller}, title = {Estimating the domain of applicability for machine learning {QSAR} models: a study on aqueous solubility of drug discovery molecules}, journal = {J. Comput. Aided Mol. Des.}, volume = {21}, number = {9}, pages = {485--498}, year = {2007}, url = {https://doi.org/10.1007/s10822-007-9125-z}, doi = {10.1007/S10822-007-9125-Z}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcamd/SchroeterSMLSGHM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcamd/SchroeterSMLSGHM07a, author = {Timon Schroeter and Anton Schwaighofer and Sebastian Mika and Antonius ter Laak and Detlev S{\"{u}}lzle and Ursula Ganzer and Nikolaus Heinrich and Klaus{-}Robert M{\"{u}}ller}, title = {Estimating the domain of applicability for machine learning {QSAR} models: a study on aqueous solubility of drug discovery molecules}, journal = {J. Comput. Aided Mol. Des.}, volume = {21}, number = {12}, pages = {651--664}, year = {2007}, url = {https://doi.org/10.1007/s10822-007-9160-9}, doi = {10.1007/S10822-007-9160-9}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcamd/SchroeterSMLSGHM07a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/SchwaighoferSMLLSGHM07, author = {Anton Schwaighofer and Timon Schroeter and Sebastian Mika and Julian Laub and Antonius ter Laak and Detlev S{\"{u}}lzle and Ursula Ganzer and Nikolaus Heinrich and Klaus{-}Robert M{\"{u}}ller}, title = {Accurate Solubility Prediction with Error Bars for Electrolytes: {A} Machine Learning Approach}, journal = {J. Chem. Inf. Model.}, volume = {47}, number = {2}, pages = {407--424}, year = {2007}, url = {https://doi.org/10.1021/ci600205g}, doi = {10.1021/CI600205G}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcisd/SchwaighoferSMLLSGHM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/SugiyamaKM07, author = {Masashi Sugiyama and Matthias Krauledat and Klaus{-}Robert M{\"{u}}ller}, title = {Covariate Shift Adaptation by Importance Weighted Cross Validation}, journal = {J. Mach. Learn. Res.}, volume = {8}, pages = {985--1005}, year = {2007}, url = {https://dl.acm.org/doi/10.5555/1314498.1390324}, doi = {10.5555/1314498.1390324}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/SugiyamaKM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/SonnenburgBOBBHLMPRRSSVWW07, author = {S{\"{o}}ren Sonnenburg and Mikio L. Braun and Cheng Soon Ong and Samy Bengio and L{\'{e}}on Bottou and Geoffrey Holmes and Yann LeCun and Klaus{-}Robert M{\"{u}}ller and Fernando Pereira and Carl Edward Rasmussen and Gunnar R{\"{a}}tsch and Bernhard Sch{\"{o}}lkopf and Alexander J. Smola and Pascal Vincent and Jason Weston and Robert C. Williamson}, title = {The Need for Open Source Software in Machine Learning}, journal = {J. Mach. Learn. Res.}, volume = {8}, pages = {2443--2466}, year = {2007}, url = {https://dl.acm.org/doi/10.5555/1314498.1314577}, doi = {10.5555/1314498.1314577}, timestamp = {Fri, 30 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jmlr/SonnenburgBOBBHLMPRRSSVWW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BlanchardSRM07, author = {Gilles Blanchard and Christin Sch{\"{a}}fer and Yves Rozenholc and Klaus{-}Robert M{\"{u}}ller}, title = {Optimal dyadic decision trees}, journal = {Mach. Learn.}, volume = {66}, number = {2-3}, pages = {209--241}, year = {2007}, url = {https://doi.org/10.1007/s10994-007-0717-6}, doi = {10.1007/S10994-007-0717-6}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BlanchardSRM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/KrepkiBCM07, author = {Roman Krepki and Benjamin Blankertz and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, title = {The Berlin Brain-Computer Interface {(BBCI)} - towards a new communication channel for online control in gaming applications}, journal = {Multim. Tools Appl.}, volume = {33}, number = {1}, pages = {73--90}, year = {2007}, url = {https://doi.org/10.1007/s11042-006-0094-3}, doi = {10.1007/S11042-006-0094-3}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/KrepkiBCM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/BlankertzDKMC07, author = {Benjamin Blankertz and Guido Dornhege and Matthias Krauledat and Klaus{-}Robert M{\"{u}}ller and Gabriel Curio}, title = {The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects}, journal = {NeuroImage}, volume = {37}, number = {2}, pages = {539--550}, year = {2007}, url = {https://doi.org/10.1016/j.neuroimage.2007.01.051}, doi = {10.1016/J.NEUROIMAGE.2007.01.051}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/BlankertzDKMC07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/RatschSSWMSS07, author = {Gunnar R{\"{a}}tsch and S{\"{o}}ren Sonnenburg and Jagan Srinivasan and Hanh Witte and Klaus{-}Robert M{\"{u}}ller and Ralf J. Sommer and Bernhard Sch{\"{o}}lkopf}, title = {Improving the \emph{Caenorhabditis elegans} Genome Annotation Using Machine Learning}, journal = {PLoS Comput. Biol.}, volume = {3}, number = {2}, year = {2007}, url = {https://doi.org/10.1371/journal.pcbi.0030020}, doi = {10.1371/JOURNAL.PCBI.0030020}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/RatschSSWMSS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hci/MullerKDCB07, author = {Klaus{-}Robert M{\"{u}}ller and Matthias Krauledat and Guido Dornhege and Gabriel Curio and Benjamin Blankertz}, editor = {Michael J. Smith and Gavriel Salvendy}, title = {Machine Learning and Applications for Brain-Computer Interfacing}, booktitle = {Human Interface and the Management of Information. Methods, Techniques and Tools in Information Design, Symposium on Human Interface 2007, Held as Part of {HCI} International 2007, Beijing, China, July 22-27, 2007, Proceedings Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4557}, pages = {705--714}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-73345-4\_80}, doi = {10.1007/978-3-540-73345-4\_80}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hci/MullerKDCB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hci/BlankertzKDWMM07, author = {Benjamin Blankertz and Matthias Krauledat and Guido Dornhege and John Williamson and Roderick Murray{-}Smith and Klaus{-}Robert M{\"{u}}ller}, editor = {Constantine Stephanidis}, title = {A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface}, booktitle = {Universal Access in Human-Computer Interaction. Ambient Interaction, 4th International Conference on Universal Access in Human-Computer Interaction, {UAHCI} 2007 Held as Part of {HCI} International 2007 Beijing, China, July 22-27, 2007 Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {4555}, pages = {759--768}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-73281-5\_83}, doi = {10.1007/978-3-540-73281-5\_83}, timestamp = {Thu, 11 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hci/BlankertzKDWMM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/YamazakiKWSM07, author = {Keisuke Yamazaki and Motoaki Kawanabe and Sumio Watanabe and Masashi Sugiyama and Klaus{-}Robert M{\"{u}}ller}, editor = {Zoubin Ghahramani}, title = {Asymptotic Bayesian generalization error when training and test distributions are different}, booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007}, series = {{ACM} International Conference Proceeding Series}, volume = {227}, pages = {1079--1086}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1273496.1273632}, doi = {10.1145/1273496.1273632}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/YamazakiKWSM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nato/LaskovRM07, author = {Pavel Laskov and Konrad Rieck and Klaus{-}Robert M{\"{u}}ller}, editor = {Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and Domenico Perrotta and Jakub Piskorski and Ralf Steinberger}, title = {Machine Learning for Intrusion Detection}, booktitle = {Mining Massive Data Sets for Security - Advances in Data Mining, Search, Social Networks and Text Mining, and their Applications to Security, Proceedings of the {NATO} Advanced Study Institute on Mining Massive Data Sets for Security, Gazzada (Varese), Italy, 10-21 September 2007}, series = {{NATO} Science for Peace and Security Series - {D:} Information and Communication Security}, volume = {19}, pages = {366--373}, publisher = {{IOS} Press}, year = {2007}, url = {https://doi.org/10.3233/978-1-58603-898-4-366}, doi = {10.3233/978-1-58603-898-4-366}, timestamp = {Mon, 06 May 2019 12:23:28 +0200}, biburl = {https://dblp.org/rec/conf/nato/LaskovRM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BlankertzKTHNM07, author = {Benjamin Blankertz and Motoaki Kawanabe and Ryota Tomioka and Friederike U. Hohlefeld and Vadim V. Nikulin and Klaus{-}Robert M{\"{u}}ller}, editor = {John C. Platt and Daphne Koller and Yoram Singer and Sam T. Roweis}, title = {Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing}, booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}, pages = {113--120}, publisher = {Curran Associates, Inc.}, year = {2007}, url = {https://proceedings.neurips.cc/paper/2007/hash/6aab1270668d8cac7cef2566a1c5f569-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BlankertzKTHNM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ObaKMI07, author = {Shigeyuki Oba and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller and Shin Ishii}, editor = {John C. Platt and Daphne Koller and Yoram Singer and Sam T. Roweis}, title = {Heterogeneous Component Analysis}, booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}, pages = {1097--1104}, publisher = {Curran Associates, Inc.}, year = {2007}, url = {https://proceedings.neurips.cc/paper/2007/hash/a8abb4bb284b5b27aa7cb790dc20f80b-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ObaKMI07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/HarmelingDTMM06, author = {Stefan Harmeling and Guido Dornhege and David M. J. Tax and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller}, title = {From outliers to prototypes: Ordering data}, journal = {Neurocomputing}, volume = {69}, number = {13-15}, pages = {1608--1618}, year = {2006}, url = {https://doi.org/10.1016/j.neucom.2005.05.015}, doi = {10.1016/J.NEUCOM.2005.05.015}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/HarmelingDTMM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BlanchardKSSM06, author = {Gilles Blanchard and Motoaki Kawanabe and Masashi Sugiyama and Vladimir G. Spokoiny and Klaus{-}Robert M{\"{u}}ller}, title = {In Search of Non-Gaussian Components of a High-Dimensional Distribution}, journal = {J. Mach. Learn. Res.}, volume = {7}, pages = {247--282}, year = {2006}, url = {http://jmlr.org/papers/v7/blanchard06a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BlanchardKSSM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LaskovGKM06, author = {Pavel Laskov and Christian Gehl and Stefan Kr{\"{u}}ger and Klaus{-}Robert M{\"{u}}ller}, title = {Incremental Support Vector Learning: Analysis, Implementation and Applications}, journal = {J. Mach. Learn. Res.}, volume = {7}, pages = {1909--1936}, year = {2006}, url = {http://jmlr.org/papers/v7/laskov06a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LaskovGKM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/BlankertzDLKCM06, author = {Benjamin Blankertz and Guido Dornhege and Steven Lemm and Matthias Krauledat and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, title = {The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States}, journal = {J. Univers. Comput. Sci.}, volume = {12}, number = {6}, pages = {581--607}, year = {2006}, url = {https://doi.org/10.3217/jucs-012-06-0581}, doi = {10.3217/JUCS-012-06-0581}, timestamp = {Thu, 07 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jucs/BlankertzDLKCM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ki/Muller06, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Das Berliner Brain-Computer Interface}, journal = {K{\"{u}}nstliche Intell.}, volume = {20}, number = {4}, pages = {60--61}, year = {2006}, url = {http://www.kuenstliche-intelligenz.de/index.php?id=7750\&\#38;tx\_ki\_pi1\%5BshowUid\%5D=1213\&\#38;cHash=83d5b59ed7}, timestamp = {Thu, 09 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ki/Muller06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LaubRBM06, author = {Julian Laub and Volker Roth and Joachim M. Buhmann and Klaus{-}Robert M{\"{u}}ller}, title = {On the information and representation of non-Euclidean pairwise data}, journal = {Pattern Recognit.}, volume = {39}, number = {10}, pages = {1815--1826}, year = {2006}, url = {https://doi.org/10.1016/j.patcog.2006.04.016}, doi = {10.1016/J.PATCOG.2006.04.016}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LaubRBM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/MullerB06, author = {Klaus{-}Robert M{\"{u}}ller and Benjamin Blankertz}, title = {Toward noninvasive brain-computer interfaces}, journal = {{IEEE} Signal Process. Mag.}, volume = {23}, number = {5}, pages = {128--126}, year = {2006}, url = {https://doi.org/10.1109/MSP.2006.1708426}, doi = {10.1109/MSP.2006.1708426}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/MullerB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/LemmCHM06, author = {Steven Lemm and Gabriel Curio and Yevhen Hlushchuk and Klaus{-}Robert M{\"{u}}ller}, title = {Enhancing the signal-to-noise ratio of ICA-based extracted ERPs}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {53}, number = {4}, pages = {601--607}, year = {2006}, url = {https://doi.org/10.1109/TBME.2006.870258}, doi = {10.1109/TBME.2006.870258}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/LemmCHM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/DornhegeBKLCM06, author = {Guido Dornhege and Benjamin Blankertz and Matthias Krauledat and Florian Losch and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, title = {Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {53}, number = {11}, pages = {2274--2281}, year = {2006}, url = {https://doi.org/10.1109/TBME.2006.883649}, doi = {10.1109/TBME.2006.883649}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/DornhegeBKLCM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/SugiyamaBKDM06, author = {Masashi Sugiyama and Benjamin Blankertz and Matthias Krauledat and Guido Dornhege and Klaus{-}Robert M{\"{u}}ller}, editor = {Katrin Franke and Klaus{-}Robert M{\"{u}}ller and Bertram Nickolay and Ralf Sch{\"{a}}fer}, title = {Importance-Weighted Cross-Validation for Covariate Shift}, booktitle = {Pattern Recognition, 28th {DAGM} Symposium, Berlin, Germany, September 12-14, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4174}, pages = {354--363}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11861898\_36}, doi = {10.1007/11861898\_36}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dagm/SugiyamaBKDM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/RieckLM06, author = {Konrad Rieck and Pavel Laskov and Klaus{-}Robert M{\"{u}}ller}, editor = {Katrin Franke and Klaus{-}Robert M{\"{u}}ller and Bertram Nickolay and Ralf Sch{\"{a}}fer}, title = {Efficient Algorithms for Similarity Measures over Sequential Data: {A} Look Beyond Kernels}, booktitle = {Pattern Recognition, 28th {DAGM} Symposium, Berlin, Germany, September 12-14, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4174}, pages = {374--383}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11861898\_38}, doi = {10.1007/11861898\_38}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dagm/RieckLM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/TomiokaDNAM06, author = {Ryota Tomioka and Guido Dornhege and Guido Nolte and Kazuyuki Aihara and Klaus{-}Robert M{\"{u}}ller}, editor = {Katrin Franke and Klaus{-}Robert M{\"{u}}ller and Bertram Nickolay and Ralf Sch{\"{a}}fer}, title = {Optimizing Spectral Filters for Single Trial {EEG} Classification}, booktitle = {Pattern Recognition, 28th {DAGM} Symposium, Berlin, Germany, September 12-14, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4174}, pages = {414--423}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11861898\_42}, doi = {10.1007/11861898\_42}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dagm/TomiokaDNAM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/Muller06, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Algorithms for on-line differentiation of neuroelectric activities}, booktitle = {28th International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2006, New York City, NY, USA, August 30 - September 3, 2006, Supplement Volume}, pages = {6525}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/IEMBS.2006.260884}, doi = {10.1109/IEMBS.2006.260884}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/Muller06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/KrauledatBDTCM06, author = {Matthias Krauledat and Benjamin Blankertz and Guido Dornhege and Michael Tangermann and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, title = {On-line Differentiation Of Neuroelectric Activities: Algorithms And applications}, booktitle = {28th International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2006, New York City, NY, USA, August 30 - September 3, 2006, Supplement Volume}, pages = {6715--6719}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/IEMBS.2006.260929}, doi = {10.1109/IEMBS.2006.260929}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/KrauledatBDTCM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/KawanabeBSSM06, author = {Motoaki Kawanabe and Gilles Blanchard and Masashi Sugiyama and Vladimir G. Spokoiny and Klaus{-}Robert M{\"{u}}ller}, editor = {Justinian P. Rosca and Deniz Erdogmus and Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and Simon Haykin}, title = {A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces}, booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3889}, pages = {149--156}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11679363\_19}, doi = {10.1007/11679363\_19}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ica/KawanabeBSSM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/YamazakiNWM06, author = {Keisuke Yamazaki and Kenji Nagata and Sumio Watanabe and Klaus{-}Robert M{\"{u}}ller}, editor = {Stefanos D. Kollias and Andreas Stafylopatis and Wlodzislaw Duch and Erkki Oja}, title = {A Model Selection Method Based on Bound of Learning Coefficient}, booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {4132}, pages = {371--380}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11840930\_38}, doi = {10.1007/11840930\_38}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/YamazakiNWM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SugiyamaKBSM06, author = {Masashi Sugiyama and Motoaki Kawanabe and Gilles Blanchard and Vladimir G. Spokoiny and Klaus{-}Robert M{\"{u}}ller}, title = {Obtaining the Best Linear Unbiased Estimator of Noisy Signals by Non-Gaussian Component Analysis}, booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006}, pages = {608--611}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/ICASSP.2006.1660727}, doi = {10.1109/ICASSP.2006.1660727}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/SugiyamaKBSM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BraunBM06, author = {Mikio L. Braun and Joachim M. Buhmann and Klaus{-}Robert M{\"{u}}ller}, editor = {Bernhard Sch{\"{o}}lkopf and John C. Platt and Thomas Hofmann}, title = {Denoising and Dimension Reduction in Feature Space}, booktitle = {Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006}, pages = {185--192}, publisher = {{MIT} Press}, year = {2006}, url = {https://proceedings.neurips.cc/paper/2006/hash/fedf67d6f3d7341c1c1e8a54774987d3-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BraunBM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KrauledatSBM06, author = {Matthias Krauledat and Michael Schr{\"{o}}der and Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller}, editor = {Bernhard Sch{\"{o}}lkopf and John C. Platt and Thomas Hofmann}, title = {Reducing Calibration Time For Brain-Computer Interfaces: {A} Clustering Approach}, booktitle = {Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006}, pages = {753--760}, publisher = {{MIT} Press}, year = {2006}, url = {https://proceedings.neurips.cc/paper/2006/hash/275d7fb2fd45098ad5c3ece2ed4a2824-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KrauledatSBM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LaubMMW06, author = {Julian Laub and Jakob H. Macke and Klaus{-}Robert M{\"{u}}ller and Felix A. Wichmann}, editor = {Bernhard Sch{\"{o}}lkopf and John C. Platt and Thomas Hofmann}, title = {Inducing Metric Violations in Human Similarity Judgements}, booktitle = {Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006}, pages = {777--784}, publisher = {{MIT} Press}, year = {2006}, url = {https://proceedings.neurips.cc/paper/2006/hash/748d6b6ed8e13f857ceaa6cfbdca14b8-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LaubMMW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TomiokaAM06, author = {Ryota Tomioka and Kazuyuki Aihara and Klaus{-}Robert M{\"{u}}ller}, editor = {Bernhard Sch{\"{o}}lkopf and John C. Platt and Thomas Hofmann}, title = {Logistic Regression for Single Trial {EEG} Classification}, booktitle = {Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006}, pages = {1377--1384}, publisher = {{MIT} Press}, year = {2006}, url = {https://proceedings.neurips.cc/paper/2006/hash/35937e34256cf4e5b2f7da08871d2a0b-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/TomiokaAM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/dagm/2006, editor = {Katrin Franke and Klaus{-}Robert M{\"{u}}ller and Bertram Nickolay and Ralf Sch{\"{a}}fer}, title = {Pattern Recognition, 28th {DAGM} Symposium, Berlin, Germany, September 12-14, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4174}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11861898}, doi = {10.1007/11861898}, isbn = {3-540-44412-2}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dagm/2006.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/imst/MeineckeHM05, author = {Frank C. Meinecke and Stefan Harmeling and Klaus{-}Robert M{\"{u}}ller}, title = {Inlier-based {ICA} with an application to superimposed images}, journal = {Int. J. Imaging Syst. Technol.}, volume = {15}, number = {1}, pages = {48--55}, year = {2005}, url = {https://doi.org/10.1002/ima.20037}, doi = {10.1002/IMA.20037}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/imst/MeineckeHM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/MullerRSMGH05, author = {Klaus{-}Robert M{\"{u}}ller and Gunnar R{\"{a}}tsch and S{\"{o}}ren Sonnenburg and Sebastian Mika and Michael Grimm and Nikolaus Heinrich}, title = {Classifying 'Drug-likeness' with Kernel-Based Learning Methods}, journal = {J. Chem. Inf. Model.}, volume = {45}, number = {2}, pages = {249--253}, year = {2005}, url = {https://doi.org/10.1021/ci049737o}, doi = {10.1021/CI049737O}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcisd/MullerRSMGH05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/KawanabeM05, author = {Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, title = {Estimating Functions for Blind Separation When Sources Have Variance Dependencies}, journal = {J. Mach. Learn. Res.}, volume = {6}, pages = {453--482}, year = {2005}, url = {http://jmlr.org/papers/v6/kawanabe05a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/KawanabeM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/LemmBCM05, author = {Steven Lemm and Benjamin Blankertz and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, title = {Spatio-spectral filters for improving the classification of single trial {EEG}}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {52}, number = {9}, pages = {1541--1548}, year = {2005}, url = {https://doi.org/10.1109/TBME.2005.851521}, doi = {10.1109/TBME.2005.851521}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/LemmBCM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/SugiyamaM05, author = {Masashi Sugiyama and Klaus{-}Robert M{\"{u}}ller}, editor = {Wlodzislaw Duch and Janusz Kacprzyk and Erkki Oja and Slawomir Zadrozny}, title = {Model Selection Under Covariate Shift}, booktitle = {Artificial Neural Networks: Formal Models and Their Applications - {ICANN} 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3697}, pages = {235--240}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11550907\_37}, doi = {10.1007/11550907\_37}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/SugiyamaM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BlanchardSKSM05, author = {Gilles Blanchard and Masashi Sugiyama and Motoaki Kawanabe and Vladimir G. Spokoiny and Klaus{-}Robert M{\"{u}}ller}, title = {Non-Gaussian Component Analysis: a Semi-parametric Framework for Linear Dimension Reduction}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {131--138}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/3070e6addcd702cb58de5d7897bfdae1-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BlanchardSKSM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DornhegeBKLCM05, author = {Guido Dornhege and Benjamin Blankertz and Matthias Krauledat and Florian Losch and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, title = {Optimizing spatio-temporal filters for improving Brain-Computer Interfacing}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {315--322}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/6e0e24295e8a86282cb559b860416812-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DornhegeBKLCM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/NolteZMM05, author = {Guido Nolte and Andreas Ziehe and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller}, title = {Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {1027--1034}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/ae587cfeea5ac21a8f1c1ea51027fef0-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/NolteZMM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sicherheit/LaskovRSM05, author = {Pavel Laskov and Konrad Rieck and Christin Sch{\"{a}}fer and Klaus{-}Robert M{\"{u}}ller}, editor = {Hannes Federrath}, title = {Visualization of anomaly detection using prediction sensitivity}, booktitle = {Sicherheit 2005: Sicherheit - Schutz und Zuverl{\"{a}}ssigkeit, Beitr{\"{a}}ge der 2. Jahrestagung des Fachbereichs Sicherheit der Gesellschaft f{\"{u}}r Informatik e.v. (GI), 5.-8. April 2005 in Regensburg}, series = {{LNI}}, volume = {{P-62}}, pages = {197--208}, publisher = {{GI}}, year = {2005}, url = {https://dl.gi.de/handle/20.500.12116/28373}, timestamp = {Tue, 04 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sicherheit/LaskovRSM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijbc/MullerVMZ04, author = {Klaus{-}Robert M{\"{u}}ller and Ricardo Vig{\'{a}}rio and Frank C. Meinecke and Andreas Ziehe}, title = {Blind Source Separation Techniques for Decomposing Event-Related Brain Signals}, journal = {Int. J. Bifurc. Chaos}, volume = {14}, number = {2}, pages = {773--791}, year = {2004}, url = {https://doi.org/10.1142/S0218127404009466}, doi = {10.1142/S0218127404009466}, timestamp = {Wed, 19 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijbc/MullerVMZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ZieheLNM04, author = {Andreas Ziehe and Pavel Laskov and Guido Nolte and Klaus{-}Robert M{\"{u}}ller}, title = {A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation}, journal = {J. Mach. Learn. Res.}, volume = {5}, pages = {777--800}, year = {2004}, url = {http://jmlr.org/papers/volume5/ziehe04a/ziehe04a.pdf}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ZieheLNM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LaubM04, author = {Julian Laub and Klaus{-}Robert M{\"{u}}ller}, title = {Feature Discovery in Non-Metric Pairwise Data}, journal = {J. Mach. Learn. Res.}, volume = {5}, pages = {801--818}, year = {2004}, url = {http://jmlr.org/papers/volume5/laub04a/laub04a.pdf}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LaubM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/TsudaAKM04, author = {Koji Tsuda and Shotaro Akaho and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, title = {Asymptotic Properties of the Fisher Kernel}, journal = {Neural Comput.}, volume = {16}, number = {1}, pages = {115--137}, year = {2004}, url = {https://doi.org/10.1162/08997660460734029}, doi = {10.1162/08997660460734029}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/TsudaAKM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/SugiyamaKM04, author = {Masashi Sugiyama and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, title = {Trading Variance Reduction with Unbiasedness: The Regularized Subspace Information Criterion for Robust Model Selection in Kernel Regression}, journal = {Neural Comput.}, volume = {16}, number = {5}, pages = {1077--1104}, year = {2004}, url = {https://doi.org/10.1162/089976604773135113}, doi = {10.1162/089976604773135113}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/SugiyamaKM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pik/LaskovSKM04, author = {Pavel Laskov and Christin Sch{\"{a}}fer and Igor V. Kotenko and Klaus{-}Robert M{\"{u}}ller}, title = {Intrusion Detection in Unlabeled Data with Quarter-sphere Support Vector Machines}, journal = {Prax. Inf.verarb. Kommun.}, volume = {27}, number = {4}, pages = {228--236}, year = {2004}, url = {https://doi.org/10.1515/PIKO.2004.228}, doi = {10.1515/PIKO.2004.228}, timestamp = {Thu, 29 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pik/LaskovSKM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/HarmelingMM04, author = {Stefan Harmeling and Frank C. Meinecke and Klaus{-}Robert M{\"{u}}ller}, title = {Injecting noise for analysing the stability of {ICA} components}, journal = {Signal Process.}, volume = {84}, number = {2}, pages = {255--266}, year = {2004}, url = {https://doi.org/10.1016/j.sigpro.2003.10.009}, doi = {10.1016/J.SIGPRO.2003.10.009}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/HarmelingMM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/NicolelisBM04, author = {Miguel A. L. Nicolelis and Niels Birbaumer and Klaus{-}Robert M{\"{u}}ller}, title = {Editorial}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {51}, number = {6}, pages = {877--880}, year = {2004}, url = {https://doi.org/10.1109/TBME.2004.827677}, doi = {10.1109/TBME.2004.827677}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/NicolelisBM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/DornhegeBCM04, author = {Guido Dornhege and Benjamin Blankertz and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, title = {Boosting bit rates in noninvasive {EEG} single-trial classifications by feature combination and multiclass paradigms}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {51}, number = {6}, pages = {993--1002}, year = {2004}, url = {https://doi.org/10.1109/TBME.2004.827088}, doi = {10.1109/TBME.2004.827088}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/DornhegeBCM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/BlankertzMCVSWSNPHSB04, author = {Benjamin Blankertz and Klaus{-}Robert M{\"{u}}ller and Gabriel Curio and Theresa M. Vaughan and Gerwin Schalk and Jonathan R. Wolpaw and Alois Schl{\"{o}}gl and Christa Neuper and Gert Pfurtscheller and Thilo Hinterberger and Michael Schr{\"{o}}der and Niels Birbaumer}, title = {The {BCI} competition 2003: progress and perspectives in detection and discrimination of {EEG} single trials}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {51}, number = {6}, pages = {1044--1051}, year = {2004}, url = {https://doi.org/10.1109/TBME.2004.826692}, doi = {10.1109/TBME.2004.826692}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/BlankertzMCVSWSNPHSB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/SugiyamaKM04, author = {Masashi Sugiyama and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, title = {Regularizing generalization error estimators: a novel approach to robust model selection}, booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004, Bruges, Belgium, April 28-30, 2004, Proceedings}, pages = {163--168}, year = {2004}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-50.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/SugiyamaKM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/YeredorZM04, author = {Arie Yeredor and Andreas Ziehe and Klaus{-}Robert M{\"{u}}ller}, editor = {Carlos Garc{\'{\i}}a Puntonet and Alberto Prieto}, title = {Approximate Joint Diagonalization Using a Natural Gradient Approach}, booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth International Conference, {ICA} 2004, Granada, Spain, September 22-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3195}, pages = {89--96}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30110-3\_12}, doi = {10.1007/978-3-540-30110-3\_12}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ica/YeredorZM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/KawanabeM04, author = {Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, editor = {Carlos Garc{\'{\i}}a Puntonet and Alberto Prieto}, title = {Estimating Functions for Blind Separation when Sources Have Variance-Dependencies}, booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth International Conference, {ICA} 2004, Granada, Spain, September 22-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3195}, pages = {136--143}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30110-3\_18}, doi = {10.1007/978-3-540-30110-3\_18}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ica/KawanabeM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica/MeineckeHM04, author = {Frank C. Meinecke and Stefan Harmeling and Klaus{-}Robert M{\"{u}}ller}, editor = {Carlos Garc{\'{\i}}a Puntonet and Alberto Prieto}, title = {Robust {ICA} for Super-Gaussian Sources}, booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth International Conference, {ICA} 2004, Granada, Spain, September 22-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3195}, pages = {217--224}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30110-3\_28}, doi = {10.1007/978-3-540-30110-3\_28}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ica/MeineckeHM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/TaxM04, author = {David M. J. Tax and Klaus{-}Robert M{\"{u}}ller}, title = {A Consistency-Based Model Selection for One-Class Classification}, booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004, Cambridge, UK, August 23-26, 2004}, pages = {363--366}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/ICPR.2004.1334542}, doi = {10.1109/ICPR.2004.1334542}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/TaxM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ZieheKHM03, author = {Andreas Ziehe and Motoaki Kawanabe and Stefan Harmeling and Klaus{-}Robert M{\"{u}}ller}, title = {Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation}, journal = {J. Mach. Learn. Res.}, volume = {4}, pages = {1319--1338}, year = {2003}, url = {http://jmlr.org/papers/v4/ziehe03a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ZieheKHM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/HarmelingZKM03, author = {Stefan Harmeling and Andreas Ziehe and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, title = {Kernel-Based Nonlinear Blind Source Separation}, journal = {Neural Comput.}, volume = {15}, number = {5}, pages = {1089--1124}, year = {2003}, url = {https://doi.org/10.1162/089976603765202677}, doi = {10.1162/089976603765202677}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/HarmelingZKM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/MikaRWSSM03, author = {Sebastian Mika and Gunnar R{\"{a}}tsch and Jason Weston and Bernhard Sch{\"{o}}lkopf and Alexander J. Smola and Klaus{-}Robert M{\"{u}}ller}, title = {Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {25}, number = {5}, pages = {623--633}, year = {2003}, url = {https://doi.org/10.1109/TPAMI.2003.1195996}, doi = {10.1109/TPAMI.2003.1195996}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/MikaRWSSM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/TaxM03, author = {David M. J. Tax and Klaus{-}Robert M{\"{u}}ller}, editor = {Okyay Kaynak and Ethem Alpaydin and Erkki Oja and Lei Xu}, title = {Feature Extraction for One-Class Classification}, booktitle = {Artificial Neural Networks and Neural Information Processing - {ICANN/ICONIP} 2003, Joint International Conference {ICANN/ICONIP} 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2714}, pages = {342--349}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/3-540-44989-2\_41}, doi = {10.1007/3-540-44989-2\_41}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/TaxM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DornhegeBCM03, author = {Guido Dornhege and Benjamin Blankertz and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, editor = {Sebastian Thrun and Lawrence K. Saul and Bernhard Sch{\"{o}}lkopf}, title = {Increase Information Transfer Rates in {BCI} by {CSP} Extension to Multi-class}, booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and Whistler, British Columbia, Canada]}, pages = {733--740}, publisher = {{MIT} Press}, year = {2003}, url = {https://proceedings.neurips.cc/paper/2003/hash/ea159dc9788ffac311592613b7f71fbb-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/DornhegeBCM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/SugiyamaM02, author = {Masashi Sugiyama and Klaus{-}Robert M{\"{u}}ller}, title = {The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces}, journal = {J. Mach. Learn. Res.}, volume = {3}, pages = {323--359}, year = {2002}, url = {http://jmlr.org/papers/v3/sugiyama02a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/SugiyamaM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/TsudaKRSM02, author = {Koji Tsuda and Motoaki Kawanabe and Gunnar R{\"{a}}tsch and S{\"{o}}ren Sonnenburg and Klaus{-}Robert M{\"{u}}ller}, title = {A New Discriminative Kernel from Probabilistic Models}, journal = {Neural Comput.}, volume = {14}, number = {10}, pages = {2397--2414}, year = {2002}, url = {https://doi.org/10.1162/08997660260293274}, doi = {10.1162/08997660260293274}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/TsudaKRSM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/MurataKZMA02, author = {Noboru Murata and Motoaki Kawanabe and Andreas Ziehe and Klaus{-}Robert M{\"{u}}ller and Shun{-}ichi Amari}, title = {On-line learning in changing environments with applications in supervised and unsupervised learning}, journal = {Neural Networks}, volume = {15}, number = {4-6}, pages = {743--760}, year = {2002}, url = {https://doi.org/10.1016/S0893-6080(02)00060-6}, doi = {10.1016/S0893-6080(02)00060-6}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/MurataKZMA02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/RatschMSM02, author = {Gunnar R{\"{a}}tsch and Sebastian Mika and Bernhard Sch{\"{o}}lkopf and Klaus{-}Robert M{\"{u}}ller}, title = {Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {24}, number = {9}, pages = {1184--1199}, year = {2002}, url = {https://doi.org/10.1109/TPAMI.2002.1033211}, doi = {10.1109/TPAMI.2002.1033211}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/RatschMSM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/MeineckeZKM02, author = {Frank C. Meinecke and Andreas Ziehe and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, title = {A resampling approach to estimate the stability of one-dimensional or multidimensional independent components}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {49}, number = {12}, pages = {1514--1525}, year = {2002}, url = {https://doi.org/10.1109/TBME.2002.805480}, doi = {10.1109/TBME.2002.805480}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/MeineckeZKM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/TsudaSM02, author = {Koji Tsuda and Masashi Sugiyama and Klaus{-}Robert M{\"{u}}ller}, title = {Subspace information criterion for nonquadratic regularizers-Model selection for sparse regressors}, journal = {{IEEE} Trans. Neural Networks}, volume = {13}, number = {1}, pages = {70--80}, year = {2002}, url = {https://doi.org/10.1109/72.977272}, doi = {10.1109/72.977272}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/TsudaSM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/SonnenburgRJM02, author = {S{\"{o}}ren Sonnenburg and Gunnar R{\"{a}}tsch and Arun K. Jagota and Klaus{-}Robert M{\"{u}}ller}, editor = {Jos{\'{e}} R. Dorronsoro}, title = {New Methods for Splice Site Recognition}, booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference, Madrid, Spain, August 28-30, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2415}, pages = {329--336}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-46084-5\_54}, doi = {10.1007/3-540-46084-5\_54}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/SonnenburgRJM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/SugiyamaM02, author = {Masashi Sugiyama and Klaus{-}Robert M{\"{u}}ller}, editor = {Jos{\'{e}} R. Dorronsoro}, title = {Selecting Ridge Parameters in Infinite Dimensional Hypothesis Spaces}, booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference, Madrid, Spain, August 28-30, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2415}, pages = {528--534}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-46084-5\_86}, doi = {10.1007/3-540-46084-5\_86}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/SugiyamaM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TsudaKM02, author = {Koji Tsuda and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {Clustering with the Fisher Score}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {729--736}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/47810f956e3d8fb8a32fb276448b464d-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/TsudaKM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RothLBM02, author = {Volker Roth and Julian Laub and Joachim M. Buhmann and Klaus{-}Robert M{\"{u}}ller}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {Going Metric: Denoising Pairwise Data}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {817--824}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/02e656adee09f8394b402d9958389b7d-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RothLBM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DornhegeBCM02, author = {Guido Dornhege and Benjamin Blankertz and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {Combining Features for {BCI}}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {1115--1122}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/a70dc40477bc2adceef4d2c90f47eb82-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DornhegeBCM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RatschOM01, author = {Gunnar R{\"{a}}tsch and Takashi Onoda and Klaus{-}Robert M{\"{u}}ller}, title = {Soft Margins for AdaBoost}, journal = {Mach. Learn.}, volume = {42}, number = {3}, pages = {287--320}, year = {2001}, url = {https://doi.org/10.1023/A:1007618119488}, doi = {10.1023/A:1007618119488}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RatschOM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/MullerMRTS01, author = {Klaus{-}Robert M{\"{u}}ller and Sebastian Mika and Gunnar R{\"{a}}tsch and Koji Tsuda and Bernhard Sch{\"{o}}lkopf}, title = {An introduction to kernel-based learning algorithms}, journal = {{IEEE} Trans. Neural Networks}, volume = {12}, number = {2}, pages = {181--201}, year = {2001}, url = {https://doi.org/10.1109/72.914517}, doi = {10.1109/72.914517}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/MullerMRTS01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/TsudaRMM01, author = {Koji Tsuda and Gunnar R{\"{a}}tsch and Sebastian Mika and Klaus{-}Robert M{\"{u}}ller}, editor = {Georg Dorffner and Horst Bischof and Kurt Hornik}, title = {Learning to Predict the Leave-One-Out Error of Kernel Based Classifiers}, booktitle = {Artificial Neural Networks - {ICANN} 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2130}, pages = {331--338}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-44668-0\_47}, doi = {10.1007/3-540-44668-0\_47}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/TsudaRMM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BlankertzCM01, author = {Benjamin Blankertz and Gabriel Curio and Klaus{-}Robert M{\"{u}}ller}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {Classifying Single Trial {EEG:} Towards Brain Computer Interfacing}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {157--164}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/2d579dc29360d8bbfbb4aa541de5afa9-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BlankertzCM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HarmelingZKM01, author = {Stefan Harmeling and Andreas Ziehe and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {Kernel Feature Spaces and Nonlinear Blind Souce Separation}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {761--768}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/cf2226ddd41b1a2d0ae51dab54d32c36-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HarmelingZKM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TsudaKRSM01, author = {Koji Tsuda and Motoaki Kawanabe and Gunnar R{\"{a}}tsch and S{\"{o}}ren Sonnenburg and Klaus{-}Robert M{\"{u}}ller}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {A New Discriminative Kernel From Probabilistic Models}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {977--984}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/cee8d6b7ce52554fd70354e37bbf44a2-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/TsudaKRSM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MeineckeZKM01, author = {Frank C. Meinecke and Andreas Ziehe and Motoaki Kawanabe and Klaus{-}Robert M{\"{u}}ller}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {Estimating the Reliability of {ICA} Projections}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {1181--1188}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/f80ff32e08a25270b5f252ce39522f72-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MeineckeZKM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bc/KohlmorgenMRP00, author = {Jens Kohlmorgen and Klaus{-}Robert M{\"{u}}ller and J{\"{o}}rn Rittweger and Klaus Pawelzik}, title = {Identification of nonstationary dynamics in physiological recordings}, journal = {Biol. Cybern.}, volume = {83}, number = {1}, pages = {73--84}, year = {2000}, url = {https://doi.org/10.1007/s004220000144}, doi = {10.1007/S004220000144}, timestamp = {Thu, 17 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bc/KohlmorgenMRP00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/ZienRMSLM00, author = {Alexander Zien and Gunnar R{\"{a}}tsch and Sebastian Mika and Bernhard Sch{\"{o}}lkopf and Thomas Lengauer and Klaus{-}Robert M{\"{u}}ller}, title = {Engineering support vector machine kernels that recognize translation initiation sites}, journal = {Bioinform.}, volume = {16}, number = {9}, pages = {799--807}, year = {2000}, url = {https://doi.org/10.1093/bioinformatics/16.9.799}, doi = {10.1093/BIOINFORMATICS/16.9.799}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/ZienRMSLM00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/ZieheMNMC00, author = {Andreas Ziehe and Klaus{-}Robert M{\"{u}}ller and Guido Nolte and Bruno{-}Marcel Mackert and Gabriel Curio}, title = {Artifact reduction in magnetoneurography based on time-delayed second-order correlations}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {47}, number = {1}, pages = {75--87}, year = {2000}, url = {https://doi.org/10.1109/10.817622}, doi = {10.1109/10.817622}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/ZieheMNMC00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/WubbelerZMMTC00, author = {Gerd W{\"{u}}bbeler and Andreas Ziehe and Bruno{-}Marcel Mackert and Klaus{-}Robert M{\"{u}}ller and Lutz Trahms and Gabriel Curio}, title = {Independent component analysis of noninvasively recorded cortical magnetic DC-fields in humans}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {47}, number = {5}, pages = {594--599}, year = {2000}, url = {https://doi.org/10.1109/10.841331}, doi = {10.1109/10.841331}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbe/WubbelerZMMTC00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/RatschWMOLM00, author = {Gunnar R{\"{a}}tsch and Manfred K. Warmuth and Sebastian Mika and Takashi Onoda and Steven Lemm and Klaus{-}Robert M{\"{u}}ller}, editor = {Nicol{\`{o}} Cesa{-}Bianchi and Sally A. Goldman}, title = {Barrier Boosting}, booktitle = {Proceedings of the Thirteenth Annual Conference on Computational Learning Theory {(COLT} 2000), June 28 - July 1, 2000, Palo Alto, California, {USA}}, pages = {170--179}, publisher = {Morgan Kaufmann}, year = {2000}, timestamp = {Wed, 20 Jun 2018 17:06:15 +0200}, biburl = {https://dblp.org/rec/conf/colt/RatschWMOLM00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MikaRM00, author = {Sebastian Mika and Gunnar R{\"{a}}tsch and Klaus{-}Robert M{\"{u}}ller}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {A Mathematical Programming Approach to the Kernel Fisher Algorithm}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {591--597}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/29530de21430b7540ec3f65135f7323c-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MikaRM00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/RatschSSMOM00, author = {Gunnar R{\"{a}}tsch and Bernhard Sch{\"{o}}lkopf and Alexander J. Smola and Sebastian Mika and Takashi Onoda and Klaus{-}Robert M{\"{u}}ller}, editor = {Takao Terano and Huan Liu and Arbee L. P. Chen}, title = {Robust Ensemble Learning for Data Mining}, booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications, 4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20, 2000, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1805}, pages = {341--344}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-45571-X\_39}, doi = {10.1007/3-540-45571-X\_39}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/RatschSSMOM00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/nips/1999, editor = {Sara A. Solla and Todd K. Leen and Klaus{-}Robert M{\"{u}}ller}, title = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference, Denver, Colorado, USA, November 29 - December 4, 1999]}, publisher = {The {MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/1999}, isbn = {0-262-19450-3}, timestamp = {Mon, 16 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/1999.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ife/ScholkopfMS99, author = {Bernhard Sch{\"{o}}lkopf and Klaus{-}Robert M{\"{u}}ller and Alexander J. Smola}, title = {Lernen mit Kernen: Support-Vektor-Methoden zur Analyse hochdimensionaler Daten}, journal = {Inform. Forsch. Entwickl.}, volume = {14}, number = {3}, pages = {154--163}, year = {1999}, url = {https://doi.org/10.1007/s004500050135}, doi = {10.1007/S004500050135}, timestamp = {Thu, 21 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ife/ScholkopfMS99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ScholkopfMBKMRS99, author = {Bernhard Sch{\"{o}}lkopf and Sebastian Mika and Christopher J. C. Burges and Phil Knirsch and Klaus{-}Robert M{\"{u}}ller and Gunnar R{\"{a}}tsch and Alexander J. Smola}, title = {Input space versus feature space in kernel-based methods}, journal = {{IEEE} Trans. Neural Networks}, volume = {10}, number = {5}, pages = {1000--1017}, year = {1999}, url = {https://doi.org/10.1109/72.788641}, doi = {10.1109/72.788641}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ScholkopfMBKMRS99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/LiehrPKLM99, author = {Stefan Liehr and Klaus Pawelzik and Jens Kohlmorgen and Steven Lemm and Klaus{-}Robert M{\"{u}}ller}, title = {Hidden Markov gating for prediction of change points in switching dynamical systems}, booktitle = {7th European Symposium on Artificial Neural Networks, {ESANN} 1999, Bruges, Belgium, April 21-23, 1999, Proceedings}, pages = {405--410}, year = {1999}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1999-32.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/LiehrPKLM99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gcb/ZienRMSLSLM99, author = {Alexander Zien and Gunnar R{\"{a}}tsch and Sebastian Mika and Bernhard Sch{\"{o}}lkopf and Christian Lemmen and Alexander J. Smola and Thomas Lengauer and Klaus{-}Robert M{\"{u}}ller}, title = {Engineering Support Vector Machine Kerneis That Recognize Translation Initialion Sites}, booktitle = {Proceedings of the German Conference on Bioinformatics, {GCB} 1999, October 4-6, 1999, Hannover, Germany}, pages = {37--43}, year = {1999}, timestamp = {Fri, 02 Aug 2019 15:48:16 +0200}, biburl = {https://dblp.org/rec/conf/gcb/ZienRMSLSLM99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hci/HartmannSMGS99, author = {Ernst A. Hartmann and Dirk Sistenich and Klaus{-}Robert M{\"{u}}ller and Michael Gerads and Holger Sickel}, editor = {Hans{-}J{\"{o}}rg Bullinger and J{\"{u}}rgen Ziegler}, title = {Tools for computer-supported learning in organisations}, booktitle = {Human-Computer Interaction: Communication, Cooperation, and Application Design, Proceedings of {HCI} International '99 (the 8th International Conference on Human-Computer Interaction), Munich, Germany, August 22-26, 1999, Volume 2}, pages = {377--381}, publisher = {Lawrence Erlbaum}, year = {1999}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hci/HartmannSMGS99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MikaRWSSM99, author = {Sebastian Mika and Gunnar R{\"{a}}tsch and Jason Weston and Bernhard Sch{\"{o}}lkopf and Alexander J. Smola and Klaus{-}Robert M{\"{u}}ller}, editor = {Sara A. Solla and Todd K. Leen and Klaus{-}Robert M{\"{u}}ller}, title = {Invariant Feature Extraction and Classification in Kernel Spaces}, booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference, Denver, Colorado, USA, November 29 - December 4, 1999]}, pages = {526--532}, publisher = {The {MIT} Press}, year = {1999}, url = {http://papers.nips.cc/paper/1715-invariant-feature-extraction-and-classification-in-kernel-spaces}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MikaRWSSM99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RatschSSMOM99, author = {Gunnar R{\"{a}}tsch and Bernhard Sch{\"{o}}lkopf and Alexander J. Smola and Klaus{-}Robert M{\"{u}}ller and Takashi Onoda and Sebastian Mika}, editor = {Sara A. Solla and Todd K. Leen and Klaus{-}Robert M{\"{u}}ller}, title = {v-Arc: Ensemble Learning in the Presence of Outliers}, booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference, Denver, Colorado, USA, November 29 - December 4, 1999]}, pages = {561--567}, publisher = {The {MIT} Press}, year = {1999}, url = {http://papers.nips.cc/paper/1721-v-arc-ensemble-learning-in-the-presence-of-outliers}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RatschSSMOM99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ParraSSZM99, author = {Lucas C. Parra and Clay Spence and Paul Sajda and Andreas Ziehe and Klaus{-}Robert M{\"{u}}ller}, editor = {Sara A. Solla and Todd K. Leen and Klaus{-}Robert M{\"{u}}ller}, title = {Unmixing Hyperspectral Data}, booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference, Denver, Colorado, USA, November 29 - December 4, 1999]}, pages = {942--948}, publisher = {The {MIT} Press}, year = {1999}, url = {http://papers.nips.cc/paper/1714-unmixing-hyperspectral-data}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ParraSSZM99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/ScholkopfSM98, author = {Bernhard Sch{\"{o}}lkopf and Alexander J. Smola and Klaus{-}Robert M{\"{u}}ller}, title = {Nonlinear Component Analysis as a Kernel Eigenvalue Problem}, journal = {Neural Comput.}, volume = {10}, number = {5}, pages = {1299--1319}, year = {1998}, url = {https://doi.org/10.1162/089976698300017467}, doi = {10.1162/089976698300017467}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/ScholkopfSM98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/SmolaSM98, author = {Alexander J. Smola and Bernhard Sch{\"{o}}lkopf and Klaus{-}Robert M{\"{u}}ller}, title = {The connection between regularization operators and support vector kernels}, journal = {Neural Networks}, volume = {11}, number = {4}, pages = {637--649}, year = {1998}, url = {https://doi.org/10.1016/S0893-6080(98)00032-X}, doi = {10.1016/S0893-6080(98)00032-X}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/SmolaSM98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npl/KohlmorgenM98, author = {Jens Kohlmorgen and Klaus{-}Robert M{\"{u}}ller}, title = {Data Set {A} is a Pattern Matching Problem}, journal = {Neural Process. Lett.}, volume = {7}, number = {1}, pages = {43--47}, year = {1998}, url = {https://doi.org/10.1023/A:1009684621686}, doi = {10.1023/A:1009684621686}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/npl/KohlmorgenM98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/RatschOM98, author = {Gunnar R{\"{a}}tsch and Takashi Onoda and Klaus{-}Robert M{\"{u}}ller}, editor = {Shiro Usui and Takashi Omori}, title = {An Improvement of AdaBoost to Avoid Overfitting}, booktitle = {The Fifth International Conference on Neural Information Processing, ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings}, pages = {506--509}, publisher = {{IOA} Press}, year = {1998}, timestamp = {Tue, 10 May 2005 13:22:06 +0200}, biburl = {https://dblp.org/rec/conf/iconip/RatschOM98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MikaSSMSR98, author = {Sebastian Mika and Bernhard Sch{\"{o}}lkopf and Alexander J. Smola and Klaus{-}Robert M{\"{u}}ller and Matthias Scholz and Gunnar R{\"{a}}tsch}, editor = {Michael J. Kearns and Sara A. Solla and David A. Cohn}, title = {Kernel {PCA} and De-Noising in Feature Spaces}, booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 5, 1998]}, pages = {536--542}, publisher = {The {MIT} Press}, year = {1998}, url = {http://papers.nips.cc/paper/1491-kernel-pca-and-de-noising-in-feature-spaces}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MikaSSMSR98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RatschOM98, author = {Gunnar R{\"{a}}tsch and Takashi Onoda and Klaus{-}Robert M{\"{u}}ller}, editor = {Michael J. Kearns and Sara A. Solla and David A. Cohn}, title = {Regularizing AdaBoost}, booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 5, 1998]}, pages = {564--570}, publisher = {The {MIT} Press}, year = {1998}, url = {http://papers.nips.cc/paper/1615-regularizing-adaboost}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RatschOM98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:conf/nips/1996, editor = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Neural Networks: Tricks of the Trade}, series = {Lecture Notes in Computer Science}, volume = {1524}, publisher = {Springer}, year = {1998}, url = {https://doi.org/10.1007/3-540-49430-8}, doi = {10.1007/3-540-49430-8}, isbn = {3-540-65311-2}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/1996.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/AmariMMFY97, author = {Shun{-}ichi Amari and Noboru Murata and Klaus{-}Robert M{\"{u}}ller and Michael Finke and Howard Hua Yang}, title = {Asymptotic statistical theory of overtraining and cross-validation}, journal = {{IEEE} Trans. Neural Networks}, volume = {8}, number = {5}, pages = {985--996}, year = {1997}, url = {https://doi.org/10.1109/72.623200}, doi = {10.1109/72.623200}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/AmariMMFY97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/ScholkopfSM97, author = {Bernhard Sch{\"{o}}lkopf and Alexander J. Smola and Klaus{-}Robert M{\"{u}}ller}, editor = {Wulfram Gerstner and Alain Germond and Martin Hasler and Jean{-}Daniel Nicoud}, title = {Kernel Principal Component Analysis}, booktitle = {Artificial Neural Networks - {ICANN} '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1327}, pages = {583--588}, publisher = {Springer}, year = {1997}, url = {https://doi.org/10.1007/BFb0020217}, doi = {10.1007/BFB0020217}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/ScholkopfSM97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/MullerSRSKV97, author = {Klaus{-}Robert M{\"{u}}ller and Alexander J. Smola and Gunnar R{\"{a}}tsch and Bernhard Sch{\"{o}}lkopf and Jens Kohlmorgen and Vladimir Vapnik}, editor = {Wulfram Gerstner and Alain Germond and Martin Hasler and Jean{-}Daniel Nicoud}, title = {Predicting Time Series with Support Vector Machines}, booktitle = {Artificial Neural Networks - {ICANN} '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1327}, pages = {999--1004}, publisher = {Springer}, year = {1997}, url = {https://doi.org/10.1007/BFb0020283}, doi = {10.1007/BFB0020283}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/MullerSRSKV97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/KohlmorgenMRP97, author = {Jens Kohlmorgen and Klaus{-}Robert M{\"{u}}ller and J{\"{o}}rn Rittweger and Klaus Pawelzik}, editor = {Wulfram Gerstner and Alain Germond and Martin Hasler and Jean{-}Daniel Nicoud}, title = {Analysis of Wake/Sleep {EEG} with Competing Experts}, booktitle = {Artificial Neural Networks - {ICANN} '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1327}, pages = {1077--1082}, publisher = {Springer}, year = {1997}, url = {https://doi.org/10.1007/BFb0020296}, doi = {10.1007/BFB0020296}, timestamp = {Tue, 23 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/KohlmorgenMRP97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KohlmorgenMP97, author = {Jens Kohlmorgen and Klaus{-}Robert M{\"{u}}ller and Klaus Pawelzik}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {Analysis of Drifting Dynamics with Neural Network Hidden Markov Models}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {735--741}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/1350-analysis-of-drifting-dynamics-with-neural-network-hidden-markov-models}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/KohlmorgenMP97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/PawelzikKM96, author = {Klaus Pawelzik and Jens Kohlmorgen and Klaus{-}Robert M{\"{u}}ller}, title = {Annealed Competition of Experts for a Segmentation and Classification of Switching Dynamics}, journal = {Neural Comput.}, volume = {8}, number = {2}, pages = {340--356}, year = {1996}, url = {https://doi.org/10.1162/neco.1996.8.2.340}, doi = {10.1162/NECO.1996.8.2.340}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neco/PawelzikKM96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/MullerFMSA96, author = {Klaus{-}Robert M{\"{u}}ller and Michael Finke and Noboru Murata and Klaus Schulten and Shun{-}ichi Amari}, title = {A Numerical Study on Learning Curves in Stochastic Multilayer Feedforward Networks}, journal = {Neural Comput.}, volume = {8}, number = {5}, pages = {1085--1106}, year = {1996}, url = {https://doi.org/10.1162/neco.1996.8.5.1085}, doi = {10.1162/NECO.1996.8.5.1085}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neco/MullerFMSA96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/PawelzikMK96, author = {Klaus Pawelzik and Klaus{-}Robert M{\"{u}}ller and Jens Kohlmorgen}, editor = {Christoph von der Malsburg and Werner von Seelen and Jan C. Vorbr{\"{u}}ggen and Bernhard Sendhoff}, title = {Prediction of Mixtures}, booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference, Bochum, Germany, July 16-19, 1996, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1112}, pages = {127--132}, publisher = {Springer}, year = {1996}, url = {https://doi.org/10.1007/3-540-61510-5\_25}, doi = {10.1007/3-540-61510-5\_25}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/PawelzikMK96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/KohlmorgenMP96, author = {Jens Kohlmorgen and Klaus{-}Robert M{\"{u}}ller and Klaus Pawelzik}, editor = {Christoph von der Malsburg and Werner von Seelen and Jan C. Vorbr{\"{u}}ggen and Bernhard Sendhoff}, title = {Analysis of Drifting Dynamics with Competing Predictors}, booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference, Bochum, Germany, July 16-19, 1996, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1112}, pages = {785--790}, publisher = {Springer}, year = {1996}, url = {https://doi.org/10.1007/3-540-61510-5\_132}, doi = {10.1007/3-540-61510-5\_132}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/KohlmorgenMP96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MurataMZA96, author = {Noboru Murata and Klaus{-}Robert M{\"{u}}ller and Andreas Ziehe and Shun{-}ichi Amari}, editor = {Michael Mozer and Michael I. Jordan and Thomas Petsche}, title = {Adaptive On-line Learning in Changing Environments}, booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver, CO, USA, December 2-5, 1996}, pages = {599--605}, publisher = {{MIT} Press}, year = {1996}, url = {http://papers.nips.cc/paper/1183-adaptive-on-line-learning-in-changing-environments}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MurataMZA96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/nips/OrrM96, author = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, editor = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Introduction}, booktitle = {Neural Networks: Tricks of the Trade}, series = {Lecture Notes in Computer Science}, volume = {1524}, pages = {1--5}, publisher = {Springer}, year = {1996}, url = {https://doi.org/10.1007/3-540-49430-8\_1}, doi = {10.1007/3-540-49430-8\_1}, timestamp = {Wed, 25 Sep 2019 18:07:38 +0200}, biburl = {https://dblp.org/rec/conf/nips/OrrM96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/nips/OrrM96a, author = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, editor = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Speeding Learning: Preface}, booktitle = {Neural Networks: Tricks of the Trade}, series = {Lecture Notes in Computer Science}, volume = {1524}, pages = {7--8}, publisher = {Springer}, year = {1996}, timestamp = {Wed, 22 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/OrrM96a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/nips/LeCunBOM96, author = {Yann LeCun and L{\'{e}}on Bottou and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, editor = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Effiicient BackProp}, booktitle = {Neural Networks: Tricks of the Trade}, series = {Lecture Notes in Computer Science}, volume = {1524}, pages = {9--50}, publisher = {Springer}, year = {1996}, url = {https://doi.org/10.1007/3-540-49430-8\_2}, doi = {10.1007/3-540-49430-8\_2}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LeCunBOM96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/nips/OrrM96b, author = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, editor = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Regularization Techniques to Improve Generalization: Preface}, booktitle = {Neural Networks: Tricks of the Trade}, series = {Lecture Notes in Computer Science}, volume = {1524}, pages = {51--54}, publisher = {Springer}, year = {1996}, timestamp = {Wed, 22 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/OrrM96b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/nips/OrrM96c, author = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, editor = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Improving Network Models and Algorithmic Tricks: Preface}, booktitle = {Neural Networks: Tricks of the Trade}, series = {Lecture Notes in Computer Science}, volume = {1524}, pages = {141--144}, publisher = {Springer}, year = {1996}, timestamp = {Wed, 22 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/OrrM96c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/nips/OrrM96d, author = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, editor = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Representing and Incorporating Prior Knowledge in Neural Network Training: Preface}, booktitle = {Neural Networks: Tricks of the Trade}, series = {Lecture Notes in Computer Science}, volume = {1524}, pages = {235--238}, publisher = {Springer}, year = {1996}, timestamp = {Wed, 22 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/OrrM96d.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/nips/OrrM96e, author = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, editor = {Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Tricks for Time Series: Preface}, booktitle = {Neural Networks: Tricks of the Trade}, series = {Lecture Notes in Computer Science}, volume = {1524}, pages = {343--346}, publisher = {Springer}, year = {1996}, timestamp = {Wed, 22 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/OrrM96e.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AmariMMFY95, author = {Shun{-}ichi Amari and Noboru Murata and Klaus{-}Robert M{\"{u}}ller and Michael Finke and Howard Hua Yang}, editor = {David S. Touretzky and Michael Mozer and Michael E. Hasselmo}, title = {Statistical Theory of Overtraining - Is Cross-Validation Asymptotically Effective?}, booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver, CO, USA, November 27-30, 1995}, pages = {176--182}, publisher = {{MIT} Press}, year = {1995}, url = {http://papers.nips.cc/paper/1060-statistical-theory-of-overtraining-is-cross-validation-asymptotically-effective}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/AmariMMFY95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Muller94c, author = {Klaus{-}Robert M{\"{u}}ller}, title = {Sp{\"{a}}rlich verbundene neuronale Netze und ihre Anwendung}, school = {Karlsruhe Institute of Technology, Germany}, year = {1994}, url = {https://d-nb.info/931661676}, isbn = {978-3-486-22837-3}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/dnb/Muller94c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icnn/MullerSJ93, author = {Klaus{-}Robert M{\"{u}}ller and Thomas Stiefvater and Herbert Jan{\ss}en}, title = {Associative storage and retrieval of highly correlated natural pattern sets in diluted Hopfield networks}, booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28 - April 1, 1993}, pages = {889--894}, publisher = {{IEEE}}, year = {1993}, url = {https://doi.org/10.1109/ICNN.1993.298675}, doi = {10.1109/ICNN.1993.298675}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icnn/MullerSJ93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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