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ORCIDBibTeX records: Christian Igel
@article{DBLP:journals/corr/abs-2403-12562,
author = {Raghavendra Selvan and
Bob Pepin and
Christian Igel and
Gabrielle Samuel and
Erik B. Dam},
title = {Equity through Access: {A} Case for Small-scale Deep Learning},
journal = {CoRR},
volume = {abs/2403.12562},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12562},
doi = {10.48550/ARXIV.2403.12562},
eprinttype = {arXiv},
eprint = {2403.12562},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/IgelO23,
author = {Christian Igel and
Stefan Oehmcke},
title = {Remember to Correct the Bias When Using Deep Learning for Regression!},
journal = {K{\"{u}}nstliche Intell.},
volume = {37},
number = {1},
pages = {33--40},
year = {2023},
url = {https://doi.org/10.1007/s13218-023-00801-0},
doi = {10.1007/S13218-023-00801-0},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/IgelO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BilicCLVBKSJMCL23,
author = {Patrick Bilic and
Patrick Ferdinand Christ and
Hongwei Li and
Eugene Vorontsov and
Avi Ben{-}Cohen and
Georgios Kaissis and
Adi Szeskin and
Colin Jacobs and
Gabriel Efrain Humpire Mamani and
Gabriel Chartrand and
Fabian Loh{\"{o}}fer and
Julian Walter Holch and
Wieland H. Sommer and
Felix Hofmann and
Alexandre Hostettler and
Naama Lev{-}Cohain and
Michal Drozdzal and
Michal Marianne Amitai and
Refael Vivanti and
Jacob Sosna and
Ivan Ezhov and
Anjany Sekuboyina and
Fernando Navarro and
Florian Kofler and
Johannes C. Paetzold and
Suprosanna Shit and
Xiaobin Hu and
Jana Lipkov{\'{a}} and
Markus Rempfler and
Marie Piraud and
Jan Kirschke and
Benedikt Wiestler and
Zhiheng Zhang and
Christian H{\"{u}}lsemeyer and
Marcel Beetz and
Florian Ettlinger and
Michela Antonelli and
Woong Bae and
Miriam Bellver and
Lei Bi and
Hao Chen and
Grzegorz Chlebus and
Erik B. Dam and
Qi Dou and
Chi{-}Wing Fu and
Bogdan Georgescu and
Xavier Gir{\'{o}}{-}i{-}Nieto and
Felix Gr{\"{u}}n and
Xu Han and
Pheng{-}Ann Heng and
J{\"{u}}rgen Hesser and
Jan Hendrik Moltz and
Christian Igel and
Fabian Isensee and
Paul J{\"{a}}ger and
Fucang Jia and
Krishna Chaitanya Kaluva and
Mahendra Khened and
Ildoo Kim and
Jae{-}Hun Kim and
Sungwoong Kim and
Simon Kohl and
Tomasz K. Konopczynski and
Avinash Kori and
Ganapathy Krishnamurthi and
Fan Li and
Hongchao Li and
Junbo Li and
Xiaomeng Li and
John S. Lowengrub and
Jun Ma and
Klaus H. Maier{-}Hein and
Kevis{-}Kokitsi Maninis and
Hans Meine and
Dorit Merhof and
Akshay Pai and
Mathias Perslev and
Jens Petersen and
Jordi Pont{-}Tuset and
Jin Qi and
Xiaojuan Qi and
Oliver Rippel and
Karsten Roth and
Ignacio Sarasua and
Andrea Schenk and
Zengming Shen and
Jordi Torres and
Christian Wachinger and
Chunliang Wang and
Leon Weninger and
Jianrong Wu and
Daguang Xu and
Xiaoping Yang and
Simon Chun{-}Ho Yu and
Yading Yuan and
Miao Yue and
Liping Zhang and
Manuel Jorge Cardoso and
Spyridon Bakas and
Rickmer Braren and
Volker Heinemann and
Christopher Pal and
An Tang and
Samuel Kadoury and
Luc Soler and
Bram van Ginneken and
Hayit Greenspan and
Leo Joskowicz and
Bjoern H. Menze},
title = {The Liver Tumor Segmentation Benchmark (LiTS)},
journal = {Medical Image Anal.},
volume = {84},
pages = {102680},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102680},
doi = {10.1016/J.MEDIA.2022.102680},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BilicCLVBKSJMCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/JorgensenBHDIE23,
author = {Rasmus K{\ae}r J{\o}rgensen and
Oliver Brandt and
Mareike Hartmann and
Xiang Dai and
Christian Igel and
Desmond Elliott},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {MultiFin: {A} Dataset for Multilingual Financial {NLP}},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2023, Dubrovnik, Croatia, May 2-6, 2023},
pages = {864--879},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-eacl.66},
doi = {10.18653/V1/2023.FINDINGS-EACL.66},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/JorgensenBHDIE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/urbanai/ZhangKGIO23,
author = {Hui Zhang and
Ankit Kariryaa and
Venkanna Babu Guthula and
Christian Igel and
Stefan Oehmcke},
title = {Predicting urban tree cover from incomplete point labels and limited
background information},
booktitle = {Proceedings of the 1st {ACM} {SIGSPATIAL} International Workshop on
Advances in Urban-AI, UrbanAI 2023, Hamburg, Germany, 13 November
2023},
pages = {52--60},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615900.3628791},
doi = {10.1145/3615900.3628791},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/urbanai/ZhangKGIO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06190,
author = {Lei Li and
Tianfang Zhang and
Stefan Oehmcke and
Fabian Gieseke and
Christian Igel},
title = {BuildSeg: {A} General Framework for the Segmentation of Buildings},
journal = {CoRR},
volume = {abs/2301.06190},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06190},
doi = {10.48550/ARXIV.2301.06190},
eprinttype = {arXiv},
eprint = {2301.06190},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01147,
author = {Christian Igel},
title = {Smooth Monotonic Networks},
journal = {CoRR},
volume = {abs/2306.01147},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01147},
doi = {10.48550/ARXIV.2306.01147},
eprinttype = {arXiv},
eprint = {2306.01147},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02065,
author = {Dustin Wright and
Christian Igel and
Gabrielle Samuel and
Raghavendra Selvan},
title = {Efficiency is Not Enough: {A} Critical Perspective of Environmentally
Sustainable {AI}},
journal = {CoRR},
volume = {abs/2309.02065},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02065},
doi = {10.48550/ARXIV.2309.02065},
eprinttype = {arXiv},
eprint = {2309.02065},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05006,
author = {Philip Enevoldsen and
Christian Gundersen and
Nico Lang and
Serge J. Belongie and
Christian Igel},
title = {Familiarity-Based Open-Set Recognition Under Adversarial Attacks},
journal = {CoRR},
volume = {abs/2311.05006},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05006},
doi = {10.48550/ARXIV.2311.05006},
eprinttype = {arXiv},
eprint = {2311.05006},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07981,
author = {Dimitri Gominski and
Ankit Kariryaa and
Martin Brandt and
Christian Igel and
Sizhuo Li and
Maurice Mugabowindekwe and
Rasmus Fensholt},
title = {Benchmarking Individual Tree Mapping with Sub-meter Imagery},
journal = {CoRR},
volume = {abs/2311.07981},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07981},
doi = {10.48550/ARXIV.2311.07981},
eprinttype = {arXiv},
eprint = {2311.07981},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11592,
author = {Hui Zhang and
Ankit Kariryaa and
Venkanna Babu Guthula and
Christian Igel and
Stefan Oehmcke},
title = {Predicting urban tree cover from incomplete point labels and limited
background information},
journal = {CoRR},
volume = {abs/2311.11592},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.11592},
doi = {10.48550/ARXIV.2311.11592},
eprinttype = {arXiv},
eprint = {2311.11592},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-11592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/MohamedLBHEIKLL22,
author = {Abdelrahman Mohamed and
Hung{-}yi Lee and
Lasse Borgholt and
Jakob D. Havtorn and
Joakim Edin and
Christian Igel and
Katrin Kirchhoff and
Shang{-}Wen Li and
Karen Livescu and
Lars Maal{\o}e and
Tara N. Sainath and
Shinji Watanabe},
title = {Self-Supervised Speech Representation Learning: {A} Review},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {16},
number = {6},
pages = {1179--1210},
year = {2022},
url = {https://doi.org/10.1109/JSTSP.2022.3207050},
doi = {10.1109/JSTSP.2022.3207050},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/MohamedLBHEIKLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/RevengaTOJLIGF22,
author = {Jaime C. Revenga and
Katerina Trepekli and
Stefan Oehmcke and
Rasmus Jensen and
Lei Li and
Christian Igel and
Fabian Gieseke and
Thomas Friborg},
title = {Above-Ground Biomass Prediction for Croplands at a Sub-Meter Resolution
Using UAV-LiDAR and Machine Learning Methods},
journal = {Remote. Sens.},
volume = {14},
number = {16},
pages = {3912},
year = {2022},
url = {https://doi.org/10.3390/rs14163912},
doi = {10.3390/RS14163912},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/RevengaTOJLIGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/blackboxnlp/JorgensenCIS22,
author = {Rasmus K{\ae}r J{\o}rgensen and
Fiammetta Caccavale and
Christian Igel and
Anders S{\o}gaard},
editor = {Jasmijn Bastings and
Yonatan Belinkov and
Yanai Elazar and
Dieuwke Hupkes and
Naomi Saphra and
Sarah Wiegreffe},
title = {Are Multilingual Sentiment Models Equally Right for the Right Reasons?},
booktitle = {Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting
Neural Networks for NLP, BlackboxNLP@EMNLP 2022, Abu Dhabi, United
Arab Emirates (Hybrid), December 8, 2022},
pages = {131--141},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.blackboxnlp-1.11},
doi = {10.18653/V1/2022.BLACKBOXNLP-1.11},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/blackboxnlp/JorgensenCIS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/OehmckeLRNTGI22,
author = {Stefan Oehmcke and
Lei Li and
Jaime C. Revenga and
Thomas Nord{-}Larsen and
Katerina Trepekli and
Fabian Gieseke and
Christian Igel},
editor = {Matthias Renz and
Mohamed Sarwat},
title = {Deep learning based 3D point cloud regression for estimating forest
biomass},
booktitle = {Proceedings of the 30th International Conference on Advances in Geographic
Information Systems, {SIGSPATIAL} 2022, Seattle, Washington, November
1-4, 2022},
pages = {38:1--38:4},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557915.3561471},
doi = {10.1145/3557915.3561471},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/OehmckeLRNTGI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfhr/PiquerasFLRRDIE22,
author = {Laura Cabello Piqueras and
Constanza Fierro and
Jonas F. Lotz and
Phillip Rust and
Joen Rommedahl and
Jeppe Klok Due and
Christian Igel and
Desmond Elliott and
Carsten B. Pedersen and
Israfel Salazar and
Anders S{\o}gaard},
editor = {Utkarsh Porwal and
Alicia Forn{\'{e}}s and
Faisal Shafait},
title = {Date Recognition in Historical Parish Records},
booktitle = {Frontiers in Handwriting Recognition - 18th International Conference,
{ICFHR} 2022, Hyderabad, India, December 4-7, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13639},
pages = {49--64},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21648-0\_4},
doi = {10.1007/978-3-031-21648-0\_4},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icfhr/PiquerasFLRRDIE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LorenzenIN22,
author = {Stephan Sloth Lorenzen and
Christian Igel and
Mads Nielsen},
title = {Information Bottleneck: Exact Analysis of (Quantized) Neural Networks},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=kF9DZQQrU0w},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LorenzenIN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DiaoPIK22,
author = {Pengfei Diao and
Akshay Pai and
Christian Igel and
Christian Hedeager Krag},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Histogram-Based Unsupervised Domain Adaptation for Medical Image Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {13437},
pages = {755--764},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16449-1\_72},
doi = {10.1007/978-3-031-16449-1\_72},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/DiaoPIK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01829,
author = {Lasse Borgholt and
Jakob Drachmann Havtorn and
Joakim Edin and
Lars Maal{\o}e and
Christian Igel},
title = {A Brief Overview of Unsupervised Neural Speech Representation Learning},
journal = {CoRR},
volume = {abs/2203.01829},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01829},
doi = {10.48550/ARXIV.2203.01829},
eprinttype = {arXiv},
eprint = {2203.01829},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16470,
author = {Christian Igel and
Stefan Oehmcke},
title = {Remember to correct the bias when using deep learning for regression!},
journal = {CoRR},
volume = {abs/2203.16470},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16470},
doi = {10.48550/ARXIV.2203.16470},
eprinttype = {arXiv},
eprint = {2203.16470},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10643,
author = {Abdelrahman Mohamed and
Hung{-}yi Lee and
Lasse Borgholt and
Jakob D. Havtorn and
Joakim Edin and
Christian Igel and
Katrin Kirchhoff and
Shang{-}Wen Li and
Karen Livescu and
Lars Maal{\o}e and
Tara N. Sainath and
Shinji Watanabe},
title = {Self-Supervised Speech Representation Learning: {A} Review},
journal = {CoRR},
volume = {abs/2205.10643},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10643},
doi = {10.48550/ARXIV.2205.10643},
eprinttype = {arXiv},
eprint = {2205.10643},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06015,
author = {Pedram Bakhtiarifard and
Christian Igel and
Raghavendra Selvan},
title = {Energy Consumption-Aware Tabular Benchmarks for Neural Architecture
Search},
journal = {CoRR},
volume = {abs/2210.06015},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06015},
doi = {10.48550/ARXIV.2210.06015},
eprinttype = {arXiv},
eprint = {2210.06015},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09088,
author = {Tianfang Zhang and
Lei Li and
Christian Igel and
Stefan Oehmcke and
Fabian Gieseke and
Zhenming Peng},
title = {LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing},
journal = {CoRR},
volume = {abs/2212.09088},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09088},
doi = {10.48550/ARXIV.2212.09088},
eprinttype = {arXiv},
eprint = {2212.09088},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isafm/JorgensenI21,
author = {Rasmus K{\ae}r J{\o}rgensen and
Christian Igel},
title = {Machine learning for financial transaction classification across companies
using character-level word embeddings of text fields},
journal = {Intell. Syst. Account. Finance Manag.},
volume = {28},
number = {3},
pages = {159--172},
year = {2021},
url = {https://doi.org/10.1002/isaf.1500},
doi = {10.1002/ISAF.1500},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isafm/JorgensenI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Igel21,
author = {Christian Igel},
title = {Data, Knowledge, and Computation},
journal = {K{\"{u}}nstliche Intell.},
volume = {35},
number = {3},
pages = {247--249},
year = {2021},
url = {https://doi.org/10.1007/s13218-021-00739-1},
doi = {10.1007/S13218-021-00739-1},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ki/Igel21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/PerslevDKNJI21,
author = {Mathias Perslev and
Sune Darkner and
Lykke Kempfner and
Miki Nikolic and
Poul J{\o}rgen Jennum and
Christian Igel},
title = {U-Sleep: resilient high-frequency sleep staging},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-021-00440-5},
doi = {10.1038/S41746-021-00440-5},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/PerslevDKNJI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001FI21,
author = {Kai Br{\"{u}}gge and
Asja Fischer and
Christian Igel},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {On the convergence of the Metropolis algorithm with fixed-order updates
for multivariate binary probability distributions},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {469--477},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/brugge21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001FI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BorgholtTHMI21,
author = {Lasse Borgholt and
Tycho M. S. Tax and
Jakob D. Havtorn and
Lars Maal{\o}e and
Christian Igel},
title = {On Scaling Contrastive Representations for Low-Resource Speech Recognition},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {3885--3889},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414310},
doi = {10.1109/ICASSP39728.2021.9414310},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BorgholtTHMI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuMLIS21,
author = {Yi{-}Shan Wu and
Andr{\'{e}}s R. Masegosa and
Stephan Sloth Lorenzen and
Christian Igel and
Yevgeny Seldin},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority
Vote},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12625--12636},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/69386f6bb1dfed68692a24c8686939b9-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuMLIS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07240,
author = {Svetlana Kutuzova and
Oswin Krause and
Douglas McCloskey and
Mads Nielsen and
Christian Igel},
title = {Multimodal Variational Autoencoders for Semi-Supervised Learning:
In Defense of Product-of-Experts},
journal = {CoRR},
volume = {abs/2101.07240},
year = {2021},
url = {https://arxiv.org/abs/2101.07240},
eprinttype = {arXiv},
eprint = {2101.07240},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00850,
author = {Lasse Borgholt and
Tycho Max Sylvester Tax and
Jakob Drachmann Havtorn and
Lars Maal{\o}e and
Christian Igel},
title = {On Scaling Contrastive Representations for Low-Resource Speech Recognition},
journal = {CoRR},
volume = {abs/2102.00850},
year = {2021},
url = {https://arxiv.org/abs/2102.00850},
eprinttype = {arXiv},
eprint = {2102.00850},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09928,
author = {Lasse Borgholt and
Jakob Drachmann Havtorn and
Zeljko Agic and
Anders S{\o}gaard and
Lars Maal{\o}e and
Christian Igel},
title = {Do End-to-End Speech Recognition Models Care About Context?},
journal = {CoRR},
volume = {abs/2102.09928},
year = {2021},
url = {https://arxiv.org/abs/2102.09928},
eprinttype = {arXiv},
eprint = {2102.09928},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12912,
author = {Stephan Sloth Lorenzen and
Christian Igel and
Mads Nielsen},
title = {Information Bottleneck: Exact Analysis of (Quantized) Neural Networks},
journal = {CoRR},
volume = {abs/2106.12912},
year = {2021},
url = {https://arxiv.org/abs/2106.12912},
eprinttype = {arXiv},
eprint = {2106.12912},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13624,
author = {Yi{-}Shan Wu and
Andr{\'{e}}s R. Masegosa and
Stephan Sloth Lorenzen and
Christian Igel and
Yevgeny Seldin},
title = {Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority
Vote},
journal = {CoRR},
volume = {abs/2106.13624},
year = {2021},
url = {https://arxiv.org/abs/2106.13624},
eprinttype = {arXiv},
eprint = {2106.13624},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14842,
author = {Lasse Borgholt and
Jakob Drachmann Havtorn and
Mostafa Abdou and
Joakim Edin and
Lars Maal{\o}e and
Anders S{\o}gaard and
Christian Igel},
title = {Do We Still Need Automatic Speech Recognition for Spoken Language
Understanding?},
journal = {CoRR},
volume = {abs/2111.14842},
year = {2021},
url = {https://arxiv.org/abs/2111.14842},
eprinttype = {arXiv},
eprint = {2111.14842},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11335,
author = {Stefan Oehmcke and
Lei Li and
Jaime C. Revenga and
Thomas Nord{-}Larsen and
Katerina Trepekli and
Fabian Gieseke and
Christian Igel},
title = {Deep Learning Based 3D Point Cloud Regression for Estimating Forest
Biomass},
journal = {CoRR},
volume = {abs/2112.11335},
year = {2021},
url = {https://arxiv.org/abs/2112.11335},
eprinttype = {arXiv},
eprint = {2112.11335},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/KrauseFI20,
author = {Oswin Krause and
Asja Fischer and
Christian Igel},
title = {Algorithms for estimating the partition function of restricted Boltzmann
machines},
journal = {Artif. Intell.},
volume = {278},
year = {2020},
url = {https://doi.org/10.1016/j.artint.2019.103195},
doi = {10.1016/J.ARTINT.2019.103195},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/KrauseFI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DoganDMI20,
author = {{\"{U}}r{\"{u}}n Dogan and
Aniket Anand Deshmukh and
Marcin Machura and
Christian Igel},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Label-Similarity Curriculum Learning},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXIX}},
series = {Lecture Notes in Computer Science},
volume = {12374},
pages = {174--190},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58526-6\_11},
doi = {10.1007/978-3-030-58526-6\_11},
timestamp = {Wed, 07 Oct 2020 19:50:12 +0200},
biburl = {https://dblp.org/rec/conf/eccv/DoganDMI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KrauseFI20,
author = {Oswin Krause and
Asja Fischer and
Christian Igel},
editor = {Christian Bessiere},
title = {Algorithms for Estimating the Partition Function of Restricted Boltzmann
Machines (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {5045--5049},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/704},
doi = {10.24963/IJCAI.2020/704},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KrauseFI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/BorgholtHASMI20,
author = {Lasse Borgholt and
Jakob D. Havtorn and
Zeljko Agic and
Anders S{\o}gaard and
Lars Maal{\o}e and
Christian Igel},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {Do End-to-End Speech Recognition Models Care About Context?},
booktitle = {Interspeech 2020, 21st Annual Conference of the International Speech
Communication Association, Virtual Event, Shanghai, China, 25-29 October
2020},
pages = {4352--4356},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-1750},
doi = {10.21437/INTERSPEECH.2020-1750},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/BorgholtHASMI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CzolbeKCI20,
author = {Steffen Czolbe and
Oswin Krause and
Ingemar J. Cox and
Christian Igel},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {A Loss Function for Generative Neural Networks Based on Watson's Perceptual
Model},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/165a59f7cf3b5c4396ba65953d679f17-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CzolbeKCI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MasegosaLIS20,
author = {Andr{\'{e}}s R. Masegosa and
Stephan Sloth Lorenzen and
Christian Igel and
Yevgeny Seldin},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Second Order PAC-Bayesian Bounds for the Weighted Majority Vote},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/386854131f58a556343e056f03626e00-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MasegosaLIS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14003,
author = {Arjun D. Desai and
Francesco Caliv{\'{a}} and
Claudia Iriondo and
Naji Khosravan and
Aliasghar Mortazi and
Sachin Jambawalikar and
Drew A. Torigian and
Jutta Ellermann and
Mehmet Ak{\c{c}}akaya and
Ulas Bagci and
Radhika Tibrewala and
Io Flament and
Matthew O'Brien and
Sharmila Majumdar and
Mathias Perslev and
Akshay Pai and
Christian Igel and
Erik B. Dam and
Sibaji Gaj and
Mingrui Yang and
Kunio Nakamura and
Xiaojuan Li and
Cem M. Deniz and
Vladimir Juras and
Ravinder Regatte and
Garry Gold and
Brian A. Hargreaves and
Valentina Pedoia and
Akshay S. Chaudhari},
title = {The International Workshop on Osteoarthritis Imaging Knee {MRI} Segmentation
Challenge: {A} Multi-Institute Evaluation and Analysis Framework on
a Standardized Dataset},
journal = {CoRR},
volume = {abs/2004.14003},
year = {2020},
url = {https://arxiv.org/abs/2004.14003},
eprinttype = {arXiv},
eprint = {2004.14003},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14999,
author = {Kai Br{\"{u}}gge and
Asja Fischer and
Christian Igel},
title = {On the convergence of the Metropolis algorithm with fixed-order updates
for multivariate binary probability distributions},
journal = {CoRR},
volume = {abs/2006.14999},
year = {2020},
url = {https://arxiv.org/abs/2006.14999},
eprinttype = {arXiv},
eprint = {2006.14999},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15057,
author = {Steffen Czolbe and
Oswin Krause and
Ingemar J. Cox and
Christian Igel},
title = {A Loss Function for Generative Neural Networks Based on Watson's Perceptual
Model},
journal = {CoRR},
volume = {abs/2006.15057},
year = {2020},
url = {https://arxiv.org/abs/2006.15057},
eprinttype = {arXiv},
eprint = {2006.15057},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13532,
author = {Andr{\'{e}}s R. Masegosa and
Stephan Sloth Lorenzen and
Christian Igel and
Yevgeny Seldin},
title = {Second Order PAC-Bayesian Bounds for the Weighted Majority Vote},
journal = {CoRR},
volume = {abs/2007.13532},
year = {2020},
url = {https://arxiv.org/abs/2007.13532},
eprinttype = {arXiv},
eprint = {2007.13532},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LorenzenIS19,
author = {Stephan Sloth Lorenzen and
Christian Igel and
Yevgeny Seldin},
title = {On PAC-Bayesian bounds for random forests},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1503--1522},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05803-4},
doi = {10.1007/S10994-019-05803-4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LorenzenIS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KochPIB19,
author = {Thorbj{\o}rn Louring Koch and
Mathias Perslev and
Christian Igel and
Sami Sebastian Brandt},
title = {Accurate Segmentation of Dental Panoramic Radiographs with {U-NETS}},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {15--19},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759563},
doi = {10.1109/ISBI.2019.8759563},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KochPIB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PerslevDPI19,
author = {Mathias Perslev and
Erik Bj{\o}rnager Dam and
Akshay Pai and
Christian Igel},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {One Network to Segment Them All: {A} General, Lightweight System for
Accurate 3D Medical Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11765},
pages = {30--38},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32245-8\_4},
doi = {10.1007/978-3-030-32245-8\_4},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PerslevDPI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Orbes-Arteainst19,
author = {Mauricio Orbes{-}Arteaga and
M. Jorge Cardoso and
Lauge S{\o}rensen and
Christian Igel and
S{\'{e}}bastien Ourselin and
Marc Modat and
Mads Nielsen and
Akshay Pai},
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 = {Knowledge Distillation for Semi-supervised Domain Adaptation},
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 = {68--76},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32695-1\_8},
doi = {10.1007/978-3-030-32695-1\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/Orbes-Arteainst19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/Orbes-ArtegaSCM19,
author = {Mauricio Orbes{-}Arteaga and
Lauge S{\o}rensen and
Manuel Jorge Cardoso and
Marc Modat and
S{\'{e}}bastien Ourselin and
Stefan Sommer and
Mads Nielsen and
Christian Igel and
Akshay Pai},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {{PADDIT:} Probabilistic Augmentation of Data using Diffeomorphic Image
Transformation},
booktitle = {Medical Imaging 2019: Image Processing, San Diego, California, United
States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10949},
pages = {109490S},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512520},
doi = {10.1117/12.2512520},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/Orbes-ArtegaSCM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PerslevJDJI19,
author = {Mathias Perslev and
Michael Hejselbak Jensen and
Sune Darkner and
Poul J{\o}rgen Jennum and
Christian Igel},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {U-Time: {A} Fully Convolutional Network for Time Series Segmentation
Applied to Sleep Staging},
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 = {4417--4428},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/57bafb2c2dfeefba931bb03a835b1fa9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PerslevJDJI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07355,
author = {Mauricio Orbes{-}Arteaga and
M. Jorge Cardoso and
Lauge S{\o}rensen and
Christian Igel and
S{\'{e}}bastien Ourselin and
Marc Modat and
Mads Nielsen and
Akshay Pai},
title = {Knowledge distillation for semi-supervised domain adaptation},
journal = {CoRR},
volume = {abs/1908.07355},
year = {2019},
url = {http://arxiv.org/abs/1908.07355},
eprinttype = {arXiv},
eprint = {1908.07355},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11162,
author = {Mathias Perslev and
Michael Hejselbak Jensen and
Sune Darkner and
Poul J{\o}rgen Jennum and
Christian Igel},
title = {U-Time: {A} Fully Convolutional Network for Time Series Segmentation
Applied to Sleep Staging},
journal = {CoRR},
volume = {abs/1910.11162},
year = {2019},
url = {http://arxiv.org/abs/1910.11162},
eprinttype = {arXiv},
eprint = {1910.11162},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01764,
author = {Mathias Perslev and
Erik Bj{\o}rnager Dam and
Akshay Pai and
Christian Igel},
title = {One Network to Segment Them All: {A} General, Lightweight System for
Accurate 3D Medical Image Segmentation},
journal = {CoRR},
volume = {abs/1911.01764},
year = {2019},
url = {http://arxiv.org/abs/1911.01764},
eprinttype = {arXiv},
eprint = {1911.01764},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06902,
author = {{\"{U}}r{\"{u}}n Dogan and
Aniket Anand Deshmukh and
Marcin Machura and
Christian Igel},
title = {Label-similarity Curriculum Learning},
journal = {CoRR},
volume = {abs/1911.06902},
year = {2019},
url = {http://arxiv.org/abs/1911.06902},
eprinttype = {arXiv},
eprint = {1911.06902},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/KrauseFI18,
author = {Oswin Krause and
Asja Fischer and
Christian Igel},
title = {Population-Contrastive-Divergence: Does consistency help with {RBM}
training?},
journal = {Pattern Recognit. Lett.},
volume = {102},
pages = {1--7},
year = {2018},
url = {https://doi.org/10.1016/j.patrec.2017.11.022},
doi = {10.1016/J.PATREC.2017.11.022},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/KrauseFI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KremerSI18,
author = {Jan Kremer and
Fei Sha and
Christian Igel},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Robust Active Label Correction},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {308--316},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/kremer18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KremerSI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FlorescuI18,
author = {Ciprian Florescu and
Christian Igel},
title = {Resilient Backpropagation (Rprop) for Batch-learning in TensorFlow},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=r1R0o7yDz},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FlorescuI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GiesekeI18,
author = {Fabian Gieseke and
Christian Igel},
editor = {Yike Guo and
Faisal Farooq},
title = {Training Big Random Forests with Little Resources},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1445--1454},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220124},
doi = {10.1145/3219819.3220124},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GiesekeI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ArbonesSDKI018,
author = {D{\'{\i}}dac Rodr{\'{\i}}guez Arbon{\`{e}}s and
Nataliia Y. Sergiienko and
Boyin Ding and
Oswin Krause and
Christian Igel and
Markus Wagner},
editor = {Anne Auger and
Carlos M. Fonseca and
Nuno Louren{\c{c}}o and
Penousal Machado and
Lu{\'{\i}}s Paquete and
L. Darrell Whitley},
title = {Sparse Incomplete LU-Decomposition for Wave Farm Designs Under Realistic
Conditions},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XV} - 15th International
Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11101},
pages = {512--524},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99253-2\_41},
doi = {10.1007/978-3-319-99253-2\_41},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/ArbonesSDKI018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vecpar/GiesekeOMIH18,
author = {Fabian Gieseke and
Cosmin Eugen Oancea and
Ashish Mahabal and
Christian Igel and
Tom Heskes},
editor = {Hermes Senger and
Osni Marques and
Rog{\'{e}}rio Eduardo Garcia and
Tatiana Pinheiro de Brito and
Rog{\'{e}}rio Iope and
Silvio Luiz Stanzani and
Veronica Gil{-}Costa},
title = {Bigger Buffer k-d Trees on Multi-Many-Core Systems},
booktitle = {High Performance Computing for Computational Science - {VECPAR} 2018
- 13th International Conference, S{\~{a}}o Pedro, Brazil, September
17-19, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11333},
pages = {202--214},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-15996-2\_15},
doi = {10.1007/978-3-030-15996-2\_15},
timestamp = {Wed, 21 Apr 2021 13:58:58 +0200},
biburl = {https://dblp.org/rec/conf/vecpar/GiesekeOMIH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06394,
author = {Fabian Gieseke and
Christian Igel},
title = {Training Big Random Forests with Little Resources},
journal = {CoRR},
volume = {abs/1802.06394},
year = {2018},
url = {http://arxiv.org/abs/1802.06394},
eprinttype = {arXiv},
eprint = {1802.06394},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01928,
author = {Mauricio Orbes{-}Arteaga and
Lauge S{\o}rensen and
Manuel Jorge Cardoso and
Marc Modat and
S{\'{e}}bastien Ourselin and
Stefan Sommer and
Mads Nielsen and
Christian Igel and
Akshay Pai},
title = {{PADDIT:} Probabilistic Augmentation of Data using Diffeomorphic Image
Transformation},
journal = {CoRR},
volume = {abs/1810.01928},
year = {2018},
url = {http://arxiv.org/abs/1810.01928},
eprinttype = {arXiv},
eprint = {1810.01928},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09746,
author = {Stephan Sloth Lorenzen and
Christian Igel and
Yevgeny Seldin},
title = {On PAC-Bayesian Bounds for Random Forests},
journal = {CoRR},
volume = {abs/1810.09746},
year = {2018},
url = {http://arxiv.org/abs/1810.09746},
eprinttype = {arXiv},
eprint = {1810.09746},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/KremerSGPI17,
author = {Jan Kremer and
Kristoffer Stensbo{-}Smidt and
Fabian Gieseke and
Kim Steenstrup Pedersen and
Christian Igel},
title = {Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy},
journal = {{IEEE} Intell. Syst.},
volume = {32},
number = {2},
pages = {16--22},
year = {2017},
url = {https://doi.org/10.1109/MIS.2017.40},
doi = {10.1109/MIS.2017.40},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/KremerSGPI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jrtip/SchlipsingSTI17,
author = {Marc Schlipsing and
Jan Salmen and
Marc Tschentscher and
Christian Igel},
title = {Adaptive pattern recognition in real-time video-based soccer analysis},
journal = {J. Real Time Image Process.},
volume = {13},
number = {2},
pages = {345--361},
year = {2017},
url = {https://doi.org/10.1007/s11554-014-0406-1},
doi = {10.1007/S11554-014-0406-1},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jrtip/SchlipsingSTI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GiesekeOI17,
author = {Fabian Gieseke and
Cosmin E. Oancea and
Christian Igel},
title = {bufferkdtree: {A} Python library for massive nearest neighbor queries
on multi-many-core devices},
journal = {Knowl. Based Syst.},
volume = {120},
pages = {1--3},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.01.002},
doi = {10.1016/J.KNOSYS.2017.01.002},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/GiesekeOI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Igel17,
author = {Christian Igel},
title = {Editorial - Project Reports},
journal = {K{\"{u}}nstliche Intell.},
volume = {31},
number = {1},
pages = {1--4},
year = {2017},
url = {https://doi.org/10.1007/s13218-016-0456-6},
doi = {10.1007/S13218-016-0456-6},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/Igel17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/ThiemannIWS17,
author = {Niklas Thiemann and
Christian Igel and
Olivier Wintenberger and
Yevgeny Seldin},
editor = {Steve Hanneke and
Lev Reyzin},
title = {A Strongly Quasiconvex PAC-Bayesian Bound},
booktitle = {International Conference on Algorithmic Learning Theory, {ALT} 2017,
15-17 October 2017, Kyoto University, Kyoto, Japan},
series = {Proceedings of Machine Learning Research},
volume = {76},
pages = {466--492},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v76/thiemann17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:23 +0200},
biburl = {https://dblp.org/rec/conf/alt/ThiemannIWS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/foga/KrauseGI17,
author = {Oswin Krause and
Tobias Glasmachers and
Christian Igel},
editor = {Christian Igel and
Dirk Sudholt and
Carsten Witt},
title = {Qualitative and Quantitative Assessment of Step Size Adaptation Rules},
booktitle = {Proceedings of the 14th {ACM/SIGEVO} Conference on Foundations of
Genetic Algorithms, {FOGA} 2017, Copenhagen, Denmark, January 12-15,
2017},
pages = {139--148},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3040718.3040725},
doi = {10.1145/3040718.3040725},
timestamp = {Tue, 06 Nov 2018 11:07:28 +0100},
biburl = {https://dblp.org/rec/conf/foga/KrauseGI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/GiesekePMIH17,
author = {Fabian Gieseke and
Kai Lars Polsterer and
Ashish Mahabal and
Christian Igel and
Tom Heskes},
title = {Massively-parallel best subset selection for ordinary least-squares
regression},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8285225},
doi = {10.1109/SSCI.2017.8285225},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/GiesekePMIH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/el/17/PaiTBKDSIN17,
author = {Akshay Pai and
Yuan{-}Ching Teng and
Joseph Blair and
Michiel Kallenberg and
Erik B. Dam and
Stefan Sommer and
Christian Igel and
Mads Nielsen},
editor = {Shaohua Kevin Zhou and
Hayit Greenspan and
Dinggang Shen},
title = {Characterization of Errors in Deep Learning-Based Brain {MRI} Segmentation},
booktitle = {Deep Learning for Medical Image Analysis, 1st Edition},
pages = {223--242},
publisher = {Academic Press},
year = {2017},
url = {https://doi.org/10.1016/B978-0-12-810408-8.00013-4},
doi = {10.1016/B978-0-12-810408-8.00013-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/el/17/PaiTBKDSIN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/foga/2017,
editor = {Christian Igel and
Dirk Sudholt and
Carsten Witt},
title = {Proceedings of the 14th {ACM/SIGEVO} Conference on Foundations of
Genetic Algorithms, {FOGA} 2017, Copenhagen, Denmark, January 12-15,
2017},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3040718},
doi = {10.1145/3040718},
isbn = {978-1-4503-4651-1},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/foga/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Igel17,
author = {Christian Igel},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Evolutionary Kernel Learning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {465--469},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_93},
doi = {10.1007/978-1-4899-7687-1\_93},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Igel17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KremerSGPI17,
author = {Jan Kremer and
Kristoffer Stensbo{-}Smidt and
Fabian Gieseke and
Kim Steenstrup Pedersen and
Christian Igel},
title = {Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy},
journal = {CoRR},
volume = {abs/1704.04650},
year = {2017},
url = {http://arxiv.org/abs/1704.04650},
eprinttype = {arXiv},
eprint = {1704.04650},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KremerSGPI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/DoerrIT017,
author = {Carola Doerr and
Christian Igel and
Lothar Thiele and
Xin Yao},
title = {Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 17191)},
journal = {Dagstuhl Reports},
volume = {7},
number = {5},
pages = {22--55},
year = {2017},
url = {https://doi.org/10.4230/DagRep.7.5.22},
doi = {10.4230/DAGREP.7.5.22},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/DoerrIT017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DoganGI16,
author = {{\"{U}}r{\"{u}}n Dogan and
Tobias Glasmachers and
Christian Igel},
title = {A Unified View on Multi-class Support Vector Classification},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {45:1--45:32},
year = {2016},
url = {http://jmlr.org/papers/v17/11-229.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DoganGI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/RaketGSIM16,
author = {Lars Lau Rak{\^{e}}t and
Britta Grimme and
Gregor Sch{\"{o}}ner and
Christian Igel and
Bo Markussen},
title = {Separating Timing, Movement Conditions and Individual Differences
in the Analysis of Human Movement},
journal = {PLoS Comput. Biol.},
volume = {12},
number = {9},
year = {2016},
url = {https://doi.org/10.1371/journal.pcbi.1005092},
doi = {10.1371/JOURNAL.PCBI.1005092},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/RaketGSIM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/TumaRPI16,
author = {Matthias Tuma and
Valdemar Rorbech and
Mark Prior and
Christian Igel},
title = {Integrated Optimization of Long-Range Underwater Signal Detection,
Feature Extraction, and Classification for Nuclear Treaty Monitoring},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {54},
number = {6},
pages = {3649--3659},
year = {2016},
url = {https://doi.org/10.1109/TGRS.2016.2522972},
doi = {10.1109/TGRS.2016.2522972},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/TumaRPI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/KallenbergPNNDI16,
author = {Michiel Kallenberg and
Kersten Petersen and
Mads Nielsen and
Andrew Y. Ng and
Pengfei Diao and
Christian Igel and
Celine M. Vachon and
Katharina Holland and
Rikke Rass Winkel and
Nico Karssemeijer and
Martin Lillholm},
title = {Unsupervised Deep Learning Applied to Breast Density Segmentation
and Mammographic Risk Scoring},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {5},
pages = {1322--1331},
year = {2016},
url = {https://doi.org/10.1109/TMI.2016.2532122},
doi = {10.1109/TMI.2016.2532122},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/KallenbergPNNDI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolstererGIDG16,
author = {Kai Lars Polsterer and
Fabian Gieseke and
Christian Igel and
Bernd Doser and
Nikolaos Gianniotis},
title = {Parallelized rotation and flipping INvariant Kohonen maps {(PINK)}
on GPUs},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-116.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolstererGIDG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/KrauseGHI16,
author = {Oswin Krause and
Tobias Glasmachers and
Nikolaus Hansen and
Christian Igel},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Unbounded Population {MO-CMA-ES} for the Bi-Objective {BBOB} Test
Suite},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1177--1184},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931699},
doi = {10.1145/2908961.2931699},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/KrauseGHI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mammo/KallenbergNHKIL16,
author = {Michiel Kallenberg and
Mads Nielsen and
Katharina Holland and
Nico Karssemeijer and
Christian Igel and
Martin Lillholm},
editor = {Anders Tingberg and
Kristina L{\aa}ng and
Pontus Timberg},
title = {Learning Density Independent Texture Features},
booktitle = {Breast Imaging - 13th International Workshop, {IWDM} 2016, Malm{\"{o}},
Sweden, June 19-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9699},
pages = {299--306},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41546-8\_38},
doi = {10.1007/978-3-319-41546-8\_38},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mammo/KallenbergNHKIL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrauseAI16,
author = {Oswin Krause and
D{\'{\i}}dac Rodr{\'{\i}}guez Arbon{\`{e}}s and
Christian Igel},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {{CMA-ES} with Optimal Covariance Update and Storage Complexity},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {370--378},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/289dff07669d7a23de0ef88d2f7129e7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KrauseAI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ThiemannIS16,
author = {Niklas Thiemann and
Christian Igel and
Yevgeny Seldin},
title = {PAC-Bayesian Aggregation without Cross-Validation},
journal = {CoRR},
volume = {abs/1608.05610},
year = {2016},
url = {http://arxiv.org/abs/1608.05610},
eprinttype = {arXiv},
eprint = {1608.05610},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ThiemannIS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ascom/KremerGPI15,
author = {Jan Kremer and
Fabian Gieseke and
Kim Steenstrup Pedersen and
Christian Igel},
title = {Nearest neighbor density ratio estimation for large-scale applications
in astronomy},
journal = {Astron. Comput.},
volume = {12},
pages = {67--72},
year = {2015},
url = {https://doi.org/10.1016/j.ascom.2015.06.005},
doi = {10.1016/J.ASCOM.2015.06.005},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ascom/KremerGPI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/FischerI15,
author = {Asja Fischer and
Christian Igel},
title = {A bound for the convergence rate of parallel tempering for sampling
restricted Boltzmann machines},
journal = {Theor. Comput. Sci.},
volume = {598},
pages = {102--117},
year = {2015},
url = {https://doi.org/10.1016/j.tcs.2015.05.019},
doi = {10.1016/J.TCS.2015.05.019},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/FischerI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaibingI15,
author = {S{\o}ren Frejstrup Maibing and
Christian Igel},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Computational Complexity of Linear Large Margin Classification With
Ramp Loss},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/frejstrupmaibing15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaibingI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SaraHIA15,
author = {Nicolae{-}Bogdan Sara and
Rasmus Halland and
Christian Igel and
Stephen Alstrup},
title = {High-School Dropout Prediction Using Machine Learning: {A} Danish
Large-scale Study},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-86.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SaraHIA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/foga/KrauseI15,
author = {Oswin Krause and
Christian Igel},
editor = {Jun He and
Thomas Jansen and
Gabriela Ochoa and
Christine Zarges},
title = {A More Efficient Rank-one Covariance Matrix Update for Evolution Strategies},
booktitle = {Proceedings of the 2015 {ACM} Conference on Foundations of Genetic
Algorithms XIII, Aberystwyth, United Kingdom, January 17 - 20, 2015},
pages = {129--136},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2725494.2725496},
doi = {10.1145/2725494.2725496},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/foga/KrauseI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrauseFI15,
author = {Oswin Krause and
Asja Fischer and
Christian Igel},
title = {Population-Contrastive-Divergence: Does Consistency help with {RBM}
training?},
journal = {CoRR},
volume = {abs/1510.01624},
year = {2015},
url = {http://arxiv.org/abs/1510.01624},
eprinttype = {arXiv},
eprint = {1510.01624},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrauseFI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GiesekeOMIH15,
author = {Fabian Gieseke and
Cosmin Eugen Oancea and
Ashish Mahabal and
Christian Igel and
Tom Heskes},
title = {Bigger Buffer k-d Trees on Multi-Many-Core Systems},
journal = {CoRR},
volume = {abs/1512.02831},
year = {2015},
url = {http://arxiv.org/abs/1512.02831},
eprinttype = {arXiv},
eprint = {1512.02831},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GiesekeOMIH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/DoerrHIT15,
author = {Benjamin Doerr and
Nikolaus Hansen and
Christian Igel and
Lothar Thiele},
title = {Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)},
journal = {Dagstuhl Reports},
volume = {5},
number = {5},
pages = {57--91},
year = {2015},
url = {https://doi.org/10.4230/DagRep.5.5.57},
doi = {10.4230/DAGREP.5.5.57},
timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/DoerrHIT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FischerI14,
author = {Asja Fischer and
Christian Igel},
title = {Training restricted Boltzmann machines: An introduction},
journal = {Pattern Recognit.},
volume = {47},
number = {1},
pages = {25--39},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2013.05.025},
doi = {10.1016/J.PATCOG.2013.05.025},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/FischerI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/KremerPI14,
author = {Jan Kremer and
Kim Steenstrup Pedersen and
Christian Igel},
title = {Active learning with support vector machines},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {4},
number = {4},
pages = {313--326},
year = {2014},
url = {https://doi.org/10.1002/widm.1132},
doi = {10.1002/WIDM.1132},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/KremerPI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GiesekePOI14,
author = {Fabian Gieseke and
Kai Lars Polsterer and
Cosmin Eugen Oancea and
Christian Igel},
title = {Speedy greedy feature selection: Better redshift estimation via massive
parallelism},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-171.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GiesekePOI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GiesekeHOI14,
author = {Fabian Gieseke and
Justin Heinermann and
Cosmin E. Oancea and
Christian Igel},
title = {Buffer k-d Trees: Processing Massive Nearest Neighbor Queries on GPUs},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {172--180},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/gieseke14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GiesekeHOI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/ArbonesJLRHID14,
author = {D{\'{\i}}dac R. Arbon{\`{e}}s and
Henrik G. Jensen and
Annika Loft and
Per Munck af Rosensch{\"{o}}ld and
Anders E. Hansen and
Christian Igel and
Sune Darkner},
editor = {S{\'{e}}bastien Ourselin and
Martin A. Styner},
title = {Automatic FDG-PET-based tumor and metastatic lymph node segmentation
in cervical cancer},
booktitle = {Medical Imaging 2014: Image Processing, San Diego, California, USA,
February 16-18, 2014},
series = {{SPIE} Proceedings},
volume = {9034},
pages = {903441},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2042909},
doi = {10.1117/12.2042909},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/ArbonesJLRHID14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/Igel14,
author = {Christian Igel},
editor = {Yossi Borenstein and
Alberto Moraglio},
title = {No Free Lunch Theorems: Limitations and Perspectives of Metaheuristics},
booktitle = {Theory and Principled Methods for the Design of Metaheuristics},
series = {Natural Computing Series},
pages = {1--23},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-33206-7\_1},
doi = {10.1007/978-3-642-33206-7\_1},
timestamp = {Mon, 26 Oct 2020 08:19:22 +0100},
biburl = {https://dblp.org/rec/series/ncs/Igel14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/BringmannFIV13,
author = {Karl Bringmann and
Tobias Friedrich and
Christian Igel and
Thomas Vo{\ss}},
title = {Speeding up many-objective optimization by Monte Carlo approximations},
journal = {Artif. Intell.},
volume = {204},
pages = {22--29},
year = {2013},
url = {https://doi.org/10.1016/j.artint.2013.08.001},
doi = {10.1016/J.ARTINT.2013.08.001},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/BringmannFIV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/SchlipsingSI13,
author = {Marc Schlipsing and
Jan Salmen and
Christian Igel},
title = {Echtzeit-Videoanalyse im Fu{\ss}ball - Ein Live-System zum Spieler-Tracking},
journal = {K{\"{u}}nstliche Intell.},
volume = {27},
number = {3},
pages = {235--240},
year = {2013},
url = {https://doi.org/10.1007/s13218-013-0237-4},
doi = {10.1007/S13218-013-0237-4},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/SchlipsingSI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BruggeFI13,
author = {Kai Br{\"{u}}gge and
Asja Fischer and
Christian Igel},
title = {The flip-the-state transition operator for restricted Boltzmann machines},
journal = {Mach. Learn.},
volume = {93},
number = {1},
pages = {53--69},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5390-3},
doi = {10.1007/S10994-013-5390-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BruggeFI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/MarquesILD13,
author = {Joselene Marques and
Christian Igel and
Martin Lillholm and
Erik B. Dam},
title = {Linear feature selection in texture analysis - {A} {PLS} based method},
journal = {Mach. Vis. Appl.},
volume = {24},
number = {7},
pages = {1435--1444},
year = {2013},
url = {https://doi.org/10.1007/s00138-012-0461-1},
doi = {10.1007/S00138-012-0461-1},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/MarquesILD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/Igel13,
author = {Christian Igel},
title = {A Note on Generalization Loss When Evolving Adaptive Pattern Recognition
Systems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {17},
number = {3},
pages = {345--352},
year = {2013},
url = {https://doi.org/10.1109/TEVC.2012.2197214},
doi = {10.1109/TEVC.2012.2197214},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/Igel13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GiesekePI13,
author = {Fabian Gieseke and
Tapio Pahikkala and
Christian Igel},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Polynomial Runtime Bounds for Fixed-Rank Unsupervised Least-Squares
Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {62--71},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Gieseke13.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/GiesekePI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DahlgaardIT13,
author = {S{\o}ren Dahlgaard and
Christian Igel and
Mikkel Thorup},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Benjamin W. Wah and
Ricardo Baeza{-}Yates and
Geoffrey C. Fox and
Cyrus Shahabi and
Matthew Smith and
Qiang Yang and
Rayid Ghani and
Wei Fan and
Ronny Lempel and
Raghunath Nambiar},
title = {Nearest neighbor classification using bottom-k sketches},
booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
6-9 October 2013, Santa Clara, CA, {USA}},
pages = {28--34},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.2013.6691730},
doi = {10.1109/BIGDATA.2013.6691730},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/DahlgaardIT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Stensbo-SmidtIZP13,
author = {Kristoffer Stensbo{-}Smidt and
Christian Igel and
Andrew Zirm and
Kim Steenstrup Pedersen},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Benjamin W. Wah and
Ricardo Baeza{-}Yates and
Geoffrey C. Fox and
Cyrus Shahabi and
Matthew Smith and
Qiang Yang and
Rayid Ghani and
Wei Fan and
Ronny Lempel and
Raghunath Nambiar},
title = {Nearest neighbour regression outperforms model-based prediction of
specific star formation rate},
booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
6-9 October 2013, Santa Clara, CA, {USA}},
pages = {141--144},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.2013.6691746},
doi = {10.1109/BIGDATA.2013.6691746},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/Stensbo-SmidtIZP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/PrasoonILLDN13,
author = {Adhish Prasoon and
Christian Igel and
Marco Loog and
Fran{\c{c}}ois Lauze and
Erik B. Dam and
Mads Nielsen},
title = {Femoral cartilage segmentation in Knee {MRI} scans using two stage
voxel classification},
booktitle = {35th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7,
2013},
pages = {5469--5472},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/EMBC.2013.6610787},
doi = {10.1109/EMBC.2013.6610787},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/PrasoonILLDN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/PedersenSZI13,
author = {Kim Steenstrup Pedersen and
Kristoffer Stensbo{-}Smidt and
Andrew Zirm and
Christian Igel},
title = {Shape Index Descriptors Applied to Texture-Based Galaxy Analysis},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
Australia, December 1-8, 2013},
pages = {2440--2447},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCV.2013.303},
doi = {10.1109/ICCV.2013.303},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/PedersenSZI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrauseFGI13,
author = {Oswin Krause and
Asja Fischer and
Tobias Glasmachers and
Christian Igel},
title = {Approximation properties of DBNs with binary hidden units and real-valued
visible units},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {419--426},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/krause13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KrauseFGI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HoubenSSSI13,
author = {Sebastian Houben and
Johannes Stallkamp and
Jan Salmen and
Marc Schlipsing and
Christian Igel},
title = {Detection of traffic signs in real-world images: The German traffic
sign detection benchmark},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706807},
doi = {10.1109/IJCNN.2013.6706807},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HoubenSSSI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PrasoonPILDN13,
author = {Adhish Prasoon and
Kersten Petersen and
Christian Igel and
Fran{\c{c}}ois Lauze and
Erik Dam and
Mads Nielsen},
editor = {Kensaku Mori and
Ichiro Sakuma and
Yoshinobu Sato and
Christian Barillot and
Nassir Navab},
title = {Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar
Convolutional Neural Network},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2013 - 16th International Conference, Nagoya, Japan, September 22-26,
2013, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8150},
pages = {246--253},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40763-5\_31},
doi = {10.1007/978-3-642-40763-5\_31},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/PrasoonPILDN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/KramerIR12,
author = {Oliver Kramer and
Christian Igel and
G{\"{u}}nter Rudolph},
title = {Evolutionary kernel machines},
journal = {Evol. Intell.},
volume = {5},
number = {3},
pages = {151--152},
year = {2012},
url = {https://doi.org/10.1007/s12065-012-0072-9},
doi = {10.1007/S12065-012-0072-9},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/KramerIR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Igel12,
author = {Christian Igel},
title = {Learning {\(\in\)} Artificial Intelligence {\(\cap\)} Cognitive Technologies
{\(\cap\)} Neural Computation {\(\cap\)} ..},
journal = {K{\"{u}}nstliche Intell.},
volume = {26},
number = {3},
pages = {209--212},
year = {2012},
url = {https://doi.org/10.1007/s13218-012-0205-4},
doi = {10.1007/S13218-012-0205-4},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/Igel12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/StallkampSSI12,
author = {Johannes Stallkamp and
Marc Schlipsing and
Jan Salmen and
Christian Igel},
title = {Man vs. computer: Benchmarking machine learning algorithms for traffic
sign recognition},
journal = {Neural Networks},
volume = {32},
pages = {323--332},
year = {2012},
url = {https://doi.org/10.1016/j.neunet.2012.02.016},
doi = {10.1016/J.NEUNET.2012.02.016},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/StallkampSSI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/StallkampSSI12,
author = {Johannes Stallkamp and
Marc Schlipsing and
Jan Salmen and
Christian Igel},
title = {Introduction to the Special Issue on Machine Learning for Traffic
Sign Recognition},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {13},
number = {4},
pages = {1481--1483},
year = {2012},
url = {https://doi.org/10.1109/TITS.2012.2225192},
doi = {10.1109/TITS.2012.2225192},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/StallkampSSI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/FischerI12,
author = {Asja Fischer and
Christian Igel},
editor = {Luis {\'{A}}lvarez and
Marta Mejail and
Lu{\'{\i}}s G{\'{o}}mez D{\'{e}}niz and
Julio C. Jacobo},
title = {An Introduction to Restricted Boltzmann Machines},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 17th Iberoamerican Congress, {CIARP} 2012, Buenos
Aires, Argentina, September 3-6, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7441},
pages = {14--36},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33275-3\_2},
doi = {10.1007/978-3-642-33275-3\_2},
timestamp = {Thu, 23 Jun 2022 19:56:37 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/FischerI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ChenSLILFBN12,
author = {C. Chen and
Lauge S{\o}rensen and
Fran{\c{c}}ois Lauze and
Christian Igel and
Marco Loog and
Aasa Feragen and
Marleen de Bruijne and
Mads Nielsen},
editor = {Bram van Ginneken and
Carol L. Novak},
title = {Towards exaggerated emphysema stereotypes},
booktitle = {Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, California,
United States, 4-9 February 2012},
series = {{SPIE} Proceedings},
volume = {8315},
pages = {83150Q},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.911398},
doi = {10.1117/12.911398},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/ChenSLILFBN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/PrasoonILLDN12,
author = {Adhish Prasoon and
Christian Igel and
Marco Loog and
Fran{\c{c}}ois Lauze and
Erik Dam and
Mads Nielsen},
editor = {David R. Haynor and
S{\'{e}}bastien Ourselin},
title = {Cascaded classifier for large-scale data applied to automatic segmentation
of articular cartilage},
booktitle = {Medical Imaging 2012: Image Processing, San Diego, California, USA,
February 4, 2012},
series = {{SPIE} Proceedings},
volume = {8314},
pages = {83144V},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.910809},
doi = {10.1117/12.910809},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/PrasoonILLDN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DoganGI12,
author = {{\"{U}}r{\"{u}}n Dogan and
Tobias Glasmachers and
Christian Igel},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {A Note on Extending Generalization Bounds for Binary Large-Margin
Classifiers to Multiple Classes},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {122--129},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_13},
doi = {10.1007/978-3-642-33460-3\_13},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DoganGI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/FischerI11,
author = {Asja Fischer and
Christian Igel},
title = {Bounding the Bias of Contrastive Divergence Learning},
journal = {Neural Comput.},
volume = {23},
number = {3},
pages = {664--673},
year = {2011},
url = {https://doi.org/10.1162/NECO\_a\_00085},
doi = {10.1162/NECO\_A\_00085},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/FischerI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/BlumeBBIMRRTVW11,
author = {Holger Blume and
Bernd Bischl and
Martin Botteck and
Christian Igel and
Rainer Martin and
G{\"{u}}nther R{\"{o}}tter and
G{\"{u}}nter Rudolph and
Wolfgang M. Theimer and
Igor Vatolkin and
Claus Weihs},
title = {Huge Music Archives on Mobile Devices},
journal = {{IEEE} Signal Process. Mag.},
volume = {28},
number = {4},
pages = {24--39},
year = {2011},
url = {https://doi.org/10.1109/MSP.2011.940880},
doi = {10.1109/MSP.2011.940880},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/BlumeBBIMRRTVW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acpr/ChenLIFLN11,
author = {Chen Chen and
Fran{\c{c}}ois Lauze and
Christian Igel and
Aasa Feragen and
Marco Loog and
Mads Nielsen},
title = {Towards exaggerated image stereotypes},
booktitle = {First Asian Conference on Pattern Recognition, {ACPR} 2011, Beijing,
China, 28-28 November, 2011},
pages = {422--426},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ACPR.2011.6166569},
doi = {10.1109/ACPR.2011.6166569},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/acpr/ChenLIFLN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caip/TumaI11,
author = {Matthias Tuma and
Christian Igel},
editor = {Pedro Real and
Daniel D{\'{\i}}az{-}Pernil and
Helena Molina{-}Abril and
Ainhoa Berciano and
Walter G. Kropatsch},
title = {Improved Working Set Selection for LaRank},
booktitle = {Computer Analysis of Images and Patterns - 14th International Conference,
{CAIP} 2011, Seville, Spain, August 29-31, 2011, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {6854},
pages = {327--334},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23672-3\_40},
doi = {10.1007/978-3-642-23672-3\_40},
timestamp = {Fri, 25 Feb 2022 11:27:49 +0100},
biburl = {https://dblp.org/rec/conf/caip/TumaI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/SalmenCI11,
author = {Jan Salmen and
Lukas Caup and
Christian Igel},
editor = {Ricardo H. C. Takahashi and
Kalyanmoy Deb and
Elizabeth F. Wanner and
Salvatore Greco},
title = {Real-Time Estimation of Optical Flow Based on Optimized Haar Wavelet
Features},
booktitle = {Evolutionary Multi-Criterion Optimization - 6th International Conference,
{EMO} 2011, Ouro Preto, Brazil, April 5-8, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6576},
pages = {448--461},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19893-9\_31},
doi = {10.1007/978-3-642-19893-9\_31},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/emo/SalmenCI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FischerI11,
author = {Asja Fischer and
Christian Igel},
title = {Training RBMs based on the signs of the {CD} approximation of the
log-likelihood derivatives},
booktitle = {19th European Symposium on Artificial Neural Networks, {ESANN} 2011,
Bruges, Belgium, April 27-29, 2011, Proceedings},
year = {2011},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2011-79.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FischerI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Heidrich-MeisnerI11,
author = {Verena Heidrich{-}Meisner and
Christian Igel},
title = {Non-linearly increasing resampling in racing algorithms},
booktitle = {19th European Symposium on Artificial Neural Networks, {ESANN} 2011,
Bruges, Belgium, April 27-29, 2011, Proceedings},
year = {2011},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2011-75.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Heidrich-MeisnerI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/foga/FriedrichBVI11,
author = {Tobias Friedrich and
Karl Bringmann and
Thomas Vo{\ss} and
Christian Igel},
editor = {Hans{-}Georg Beyer and
William B. Langdon},
title = {The logarithmic hypervolume indicator},
booktitle = {Foundations of Genetic Algorithms, 11th International Workshop, {FOGA}
2011, Schwarzenberg, Austria, January 5-8, 2011, Proceedings},
pages = {81--92},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1967654.1967662},
doi = {10.1145/1967654.1967662},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/foga/FriedrichBVI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/StallkampSSI11,
author = {Johannes Stallkamp and
Marc Schlipsing and
Jan Salmen and
Christian Igel},
title = {The German Traffic Sign Recognition Benchmark: {A} multi-class classification
competition},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {1453--1460},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033395},
doi = {10.1109/IJCNN.2011.6033395},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/StallkampSSI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/RoeschiesI10,
author = {Benjamin Roeschies and
Christian Igel},
title = {Structure optimization of reservoir networks},
journal = {Log. J. {IGPL}},
volume = {18},
number = {5},
pages = {635--669},
year = {2010},
url = {https://doi.org/10.1093/jigpal/jzp043},
doi = {10.1093/JIGPAL/JZP043},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/igpl/RoeschiesI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GlasmachersI10,
author = {Tobias Glasmachers and
Christian Igel},
title = {Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with
Multiple Parameters},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {32},
number = {8},
pages = {1522--1528},
year = {2010},
url = {https://doi.org/10.1109/TPAMI.2010.95},
doi = {10.1109/TPAMI.2010.95},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GlasmachersI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/MarkounikauIGJ10,
author = {Valentin Markounikau and
Christian Igel and
Amiram Grinvald and
Dirk Jancke},
title = {A Dynamic Neural Field Model of Mesoscopic Cortical Activity Captured
with Voltage-Sensitive Dye Imaging},
journal = {PLoS Comput. Biol.},
volume = {6},
number = {9},
year = {2010},
url = {https://doi.org/10.1371/journal.pcbi.1000919},
doi = {10.1371/JOURNAL.PCBI.1000919},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/MarkounikauIGJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SalmenSI10,
author = {Jan Salmen and
Marc Schlipsing and
Christian Igel},
title = {Efficient update of the covariance matrix inverse in iterated linear
discriminant analysis},
journal = {Pattern Recognit. Lett.},
volume = {31},
number = {13},
pages = {1903--1907},
year = {2010},
url = {https://doi.org/10.1016/j.patrec.2010.03.001},
doi = {10.1016/J.PATREC.2010.03.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/SalmenSI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taas/WurtzBSI10,
author = {Rolf P. W{\"{u}}rtz and
Kirstie L. Bellman and
Hartmut Schmeck and
Christian Igel},
title = {Editorial: Special issue on organic computing},
journal = {{ACM} Trans. Auton. Adapt. Syst.},
volume = {5},
number = {3},
pages = {9:1--9:3},
year = {2010},
url = {https://doi.org/10.1145/1837909.1837910},
doi = {10.1145/1837909.1837910},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taas/WurtzBSI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/VossHI10,
author = {Thomas Vo{\ss} and
Nikolaus Hansen and
Christian Igel},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Improved step size adaptation for the {MO-CMA-ES}},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {487--494},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830573},
doi = {10.1145/1830483.1830573},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/VossHI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/VossFBI10,
author = {Thomas Vo{\ss} and
Tobias Friedrich and
Karl Bringmann and
Christian Igel},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Scaling up indicator-based MOEAs by approximating the least hypervolume
contributor: a preliminary study},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1975--1978},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830838},
doi = {10.1145/1830761.1830838},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/VossFBI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FischerI10,
author = {Asja Fischer and
Christian Igel},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {Empirical Analysis of the Divergence of Gibbs Sampling Based Learning
Algorithms for Restricted Boltzmann Machines},
booktitle = {Artificial Neural Networks - {ICANN} 2010 - 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6354},
pages = {208--217},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15825-4\_26},
doi = {10.1007/978-3-642-15825-4\_26},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/FischerI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/TumaIP10,
author = {Matthias Tuma and
Christian Igel and
Mark Prior},
title = {Hydroacoustic Signal Classification Using Kernel Functions for Variable
Feature Sets},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {1011--1014},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.253},
doi = {10.1109/ICPR.2010.253},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/TumaIP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/VossTI10,
author = {Thomas Vo{\ss} and
Heike Trautmann and
Christian Igel},
editor = {Robert Schaefer and
Carlos Cotta and
Joanna Kolodziej and
G{\"{u}}nter Rudolph},
title = {New Uncertainty Handling Strategies in Multi-objective Evolutionary
Optimization},
booktitle = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
Conference, Krak{\'{o}}w, Poland, September 11-15, 2010. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6239},
pages = {260--269},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15871-1\_27},
doi = {10.1007/978-3-642-15871-1\_27},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/VossTI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Igel10,
author = {Christian Igel},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Evolutionary Kernel Learning},
booktitle = {Encyclopedia of Machine Learning},
pages = {369--373},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_284},
doi = {10.1007/978-0-387-30164-8\_284},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Igel10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jal/Heidrich-MeisnerI09,
author = {Verena Heidrich{-}Meisner and
Christian Igel},
title = {Neuroevolution strategies for episodic reinforcement learning},
journal = {J. Algorithms},
volume = {64},
number = {4},
pages = {152--168},
year = {2009},
url = {https://doi.org/10.1016/j.jalgor.2009.04.002},
doi = {10.1016/J.JALGOR.2009.04.002},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jal/Heidrich-MeisnerI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Igel09,
author = {Christian Igel},
title = {Gasteditorial Reinforcement Learning},
journal = {K{\"{u}}nstliche Intell.},
volume = {23},
number = {3},
pages = {4},
year = {2009},
url = {http://www.kuenstliche-intelligenz.de/fileadmin/template/main/archiv/pdf/ki2009-03\_page4\_web\_full.pdf},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ki/Igel09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/SchaulWGSIT09,
author = {Tom Schaul and
Daan Wierstra and
Faustino J. Gomez and
J{\"{u}}rgen Schmidhuber and
Christian Igel and
Julian Togelius},
title = {Ontogenetic and Phylogenetic Reinforcement Learning},
journal = {K{\"{u}}nstliche Intell.},
volume = {23},
number = {3},
pages = {30--33},
year = {2009},
url = {http://www.kuenstliche-intelligenz.de/fileadmin/template/main/archiv/pdf/ki2009-03\_page30\_web\_teaser.pdf},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ki/SchaulWGSIT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SuttorpHI09,
author = {Thorsten Suttorp and
Nikolaus Hansen and
Christian Igel},
title = {Efficient covariance matrix update for variable metric evolution strategies},
journal = {Mach. Learn.},
volume = {75},
number = {2},
pages = {167--197},
year = {2009},
url = {https://doi.org/10.1007/s10994-009-5102-1},
doi = {10.1007/S10994-009-5102-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SuttorpHI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/VossHI09,
author = {Thomas Vo{\ss} and
Nikolaus Hansen and
Christian Igel},
editor = {Matthias Ehrgott and
Carlos M. Fonseca and
Xavier Gandibleux and
Jin{-}Kao Hao and
Marc Sevaux},
title = {Recombination for Learning Strategy Parameters in the {MO-CMA-ES}},
booktitle = {Evolutionary Multi-Criterion Optimization, 5th International Conference,
{EMO} 2009, Nantes, France, April 7-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5467},
pages = {155--168},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01020-0\_16},
doi = {10.1007/978-3-642-01020-0\_16},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/VossHI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Heidrich-MeisnerI09,
author = {Verena Heidrich{-}Meisner and
Christian Igel},
editor = {Franz Rothlauf},
title = {Uncertainty handling {CMA-ES} for reinforcement learning},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {1211--1218},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1570064},
doi = {10.1145/1569901.1570064},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Heidrich-MeisnerI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Heidrich-MeisnerI09,
author = {Verena Heidrich{-}Meisner and
Christian Igel},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Hoeffding and Bernstein races for selecting policies in evolutionary
direct policy search},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {401--408},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553426},
doi = {10.1145/1553374.1553426},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Heidrich-MeisnerI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/IgelHG08,
author = {Christian Igel and
Verena Heidrich{-}Meisner and
Tobias Glasmachers},
title = {Shark},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {993--996},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390714},
doi = {10.5555/1390681.1390714},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/IgelHG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GlasmachersI08,
author = {Tobias Glasmachers and
Christian Igel},
title = {Second-Order {SMO} Improves {SVM} Online and Active Learning},
journal = {Neural Comput.},
volume = {20},
number = {2},
pages = {374--382},
year = {2008},
url = {https://doi.org/10.1162/neco.2007.10-06-354},
doi = {10.1162/NECO.2007.10-06-354},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GlasmachersI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WinterBPSI08,
author = {Susanne Winter and
Bernhard Brendel and
Ioannis Pechlivanis and
Kirsten Schmieder and
Christian Igel},
title = {Registration of {CT} and Intraoperative 3-D Ultrasound Images of the
Spine Using Evolutionary and Gradient-Based Methods},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {12},
number = {3},
pages = {284--296},
year = {2008},
url = {https://doi.org/10.1109/TEVC.2007.907558},
doi = {10.1109/TEVC.2007.907558},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/WinterBPSI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/VossBRI08,
author = {Thomas Vo{\ss} and
Nicola Beume and
G{\"{u}}nter Rudolph and
Christian Igel},
title = {Scalarization versus indicator-based selection in multi-objective
{CMA} evolution strategies},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {3036--3043},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4631208},
doi = {10.1109/CEC.2008.4631208},
timestamp = {Thu, 16 Dec 2021 14:01:33 +0100},
biburl = {https://dblp.org/rec/conf/cec/VossBRI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Heidrich-MeisnerI08,
author = {Verena Heidrich{-}Meisner and
Christian Igel},
title = {Similarities and differences between policy gradient methods and evolution
strategies},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {149--154},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-47.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Heidrich-MeisnerI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SuttorpI08,
author = {Thorsten Suttorp and
Christian Igel},
title = {Approximation of Gaussian process regression models after training},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {427--432},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-84.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SuttorpI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/Heidrich-MeisnerI08,
author = {Verena Heidrich{-}Meisner and
Christian Igel},
editor = {Sertan Girgin and
Manuel Loth and
R{\'{e}}mi Munos and
Philippe Preux and
Daniil Ryabko},
title = {Variable Metric Reinforcement Learning Methods Applied to the Noisy
Mountain Car Problem},
booktitle = {Recent Advances in Reinforcement Learning, 8th European Workshop,
{EWRL} 2008, Villeneuve d'Ascq, France, June 30 - July 3, 2008, Revised
and Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5323},
pages = {136--150},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89722-4\_11},
doi = {10.1007/978-3-540-89722-4\_11},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/Heidrich-MeisnerI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/GlasmachersI08,
author = {Tobias Glasmachers and
Christian Igel},
editor = {G{\"{u}}nter Rudolph and
Thomas Jansen and
Simon M. Lucas and
Carlo Poloni and
Nicola Beume},
title = {Uncertainty Handling in Model Selection for Support Vector Machines},
booktitle = {Parallel Problem Solving from Nature - {PPSN} X, 10th International
Conference Dortmund, Germany, September 13-17, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5199},
pages = {185--194},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87700-4\_19},
doi = {10.1007/978-3-540-87700-4\_19},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/GlasmachersI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/Heidrich-MeisnerI08,
author = {Verena Heidrich{-}Meisner and
Christian Igel},
editor = {G{\"{u}}nter Rudolph and
Thomas Jansen and
Simon M. Lucas and
Carlo Poloni and
Nicola Beume},
title = {Evolution Strategies for Direct Policy Search},
booktitle = {Parallel Problem Solving from Nature - {PPSN} X, 10th International
Conference Dortmund, Germany, September 13-17, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5199},
pages = {428--437},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87700-4\_43},
doi = {10.1007/978-3-540-87700-4\_43},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/Heidrich-MeisnerI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/08/IgelS08,
author = {Christian Igel and
Bernhard Sendhoff},
editor = {Rolf P. W{\"{u}}rtz},
title = {Genesis of Organic Computing Systems: Coupling Evolution and Learning},
booktitle = {Organic Computing},
series = {Understanding Complex Systems},
pages = {141--166},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-77657-4\_7},
doi = {10.1007/978-3-540-77657-4\_7},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/08/IgelS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/IgelHR07,
author = {Christian Igel and
Nikolaus Hansen and
Stefan Roth},
title = {Covariance Matrix Adaptation for Multi-objective Optimization},
journal = {Evol. Comput.},
volume = {15},
number = {1},
pages = {1--28},
year = {2007},
url = {https://doi.org/10.1162/evco.2007.15.1.1},
doi = {10.1162/EVCO.2007.15.1.1},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/IgelHR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/NiehausIB07,
author = {Jens Niehaus and
Christian Igel and
Wolfgang Banzhaf},
title = {Reducing the Number of Fitness Evaluations in Graph Genetic Programming
Using a Canonical Graph Indexed Database},
journal = {Evol. Comput.},
volume = {15},
number = {2},
pages = {199--221},
year = {2007},
url = {https://doi.org/10.1162/evco.2007.15.2.199},
doi = {10.1162/EVCO.2007.15.2.199},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/NiehausIB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/MerschGMI07,
author = {Britta Mersch and
Tobias Glasmachers and
Peter Meinicke and
Christian Igel},
title = {Evolutionary Optimization of Sequence Kernels for Detection of bacterial
gene Starts},
journal = {Int. J. Neural Syst.},
volume = {17},
number = {5},
pages = {369--381},
year = {2007},
url = {https://doi.org/10.1142/S0129065707001214},
doi = {10.1142/S0129065707001214},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/MerschGMI07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/IgelGMPM07,
author = {Christian Igel and
Tobias Glasmachers and
Britta Mersch and
Nico Pfeifer and
Peter Meinicke},
title = {Gradient-Based Optimization of Kernel-Target Alignment for Sequence
Kernels Applied to Bacterial Gene Start Detection},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {4},
number = {2},
pages = {216--226},
year = {2007},
url = {https://doi.org/10.1109/TCBB.2007.070208},
doi = {10.1109/TCBB.2007.070208},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/IgelGMPM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/IgelSH06,
author = {Christian Igel and
Thorsten Suttorp and
Nikolaus Hansen},
editor = {Shigeru Obayashi and
Kalyanmoy Deb and
Carlo Poloni and
Tomoyuki Hiroyasu and
Tadahiko Murata},
title = {Steady-State Selection and Efficient Covariance Matrix Update in the
Multi-objective {CMA-ES}},
booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference,
{EMO} 2007, Matsushima, Japan, March 5-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4403},
pages = {171--185},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-70928-2\_16},
doi = {10.1007/978-3-540-70928-2\_16},
timestamp = {Thu, 30 Jun 2022 16:13:16 +0200},
biburl = {https://dblp.org/rec/conf/emo/IgelSH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Heidrich-MeisnerLIR07,
author = {Verena Heidrich{-}Meisner and
Martin Lauer and
Christian Igel and
Martin A. Riedmiller},
title = {Reinforcement learning in a nutshell},
booktitle = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
Bruges, Belgium, April 25-27, 2007, Proceedings},
pages = {277--288},
year = {2007},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-4.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Heidrich-MeisnerLIR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/SalmenSEI07,
author = {Jan Salmen and
Thorsten Suttorp and
Johann Edelbrunner and
Christian Igel},
editor = {Andreas K{\"{o}}nig and
Mario K{\"{o}}ppen and
Nikola K. Kasabov and
Ajith Abraham},
title = {Evolutionary Optimization ofWavelet Feature Sets for Real-Time Pedestrian
Classification},
booktitle = {7th International Conference on Hybrid Intelligent Systems, {HIS}
2007, Kaiserslautern, Germany, September 17-19, 2007},
pages = {222--227},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/HIS.2007.48},
doi = {10.1109/HIS.2007.48},
timestamp = {Fri, 05 Jun 2020 15:16:05 +0200},
biburl = {https://dblp.org/rec/conf/his/SalmenSEI07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SuttorpI07,
author = {Thorsten Suttorp and
Christian Igel},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Resilient Approximation of Kernel Classifiers},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {139--148},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_15},
doi = {10.1007/978-3-540-74690-4\_15},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/SuttorpI07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GlasmachersI06,
author = {Tobias Glasmachers and
Christian Igel},
title = {Maximum-Gain Working Set Selection for SVMs},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {1437--1466},
year = {2006},
url = {http://jmlr.org/papers/v7/glasmachers06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GlasmachersI06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/IgelSH06,
author = {Christian Igel and
Thorsten Suttorp and
Nikolaus Hansen},
editor = {Mike Cattolico},
title = {A computational efficient covariance matrix update and a {(1+1)-CMA}
for evolution strategies},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2006, Proceedings,
Seattle, Washington, USA, July 8-12, 2006},
pages = {453--460},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143997.1144082},
doi = {10.1145/1143997.1144082},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/IgelSH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MerschGMI06,
author = {Britta Mersch and
Tobias Glasmachers and
Peter Meinicke and
Christian Igel},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Evolutionary Optimization of Sequence Kernels for Detection of Bacterial
Gene Starts},
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 = {827--836},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930\_86},
doi = {10.1007/11840930\_86},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/MerschGMI06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/SuttorpI06,
author = {Thorsten Suttorp and
Christian Igel},
editor = {Yaochu Jin},
title = {Multi-Objective Optimization of Support Vector Machines},
booktitle = {Multi-Objective Machine Learning},
series = {Studies in Computational Intelligence},
volume = {16},
pages = {199--220},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-33019-4\_9},
doi = {10.1007/3-540-33019-4\_9},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/SuttorpI06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/RothGI06,
author = {Stefan Roth and
Alexander Rainer Tassilo Gepperth and
Christian Igel},
editor = {Yaochu Jin},
title = {Multi-Objective Neural Network Optimization for Visual Object Detection},
booktitle = {Multi-Objective Machine Learning},
series = {Studies in Computational Intelligence},
volume = {16},
pages = {629--655},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-33019-4\_27},
doi = {10.1007/3-540-33019-4\_27},
timestamp = {Thu, 14 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/RothGI06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/PellecchiaIES05,
author = {Antonio Pellecchia and
Christian Igel and
Johann Edelbrunner and
Gregor Sch{\"{o}}ner},
title = {Making Driver Modeling Attractive},
journal = {{IEEE} Intell. Syst.},
volume = {20},
number = {2},
pages = {8--12},
year = {2005},
url = {https://doi.org/10.1109/MIS.2005.31},
doi = {10.1109/MIS.2005.31},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/PellecchiaIES05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/FriedrichsI05,
author = {Frauke Friedrichs and
Christian Igel},
title = {Evolutionary tuning of multiple {SVM} parameters},
journal = {Neurocomputing},
volume = {64},
pages = {107--117},
year = {2005},
url = {https://doi.org/10.1016/j.neucom.2004.11.022},
doi = {10.1016/J.NEUCOM.2004.11.022},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/FriedrichsI05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GlasmachersI05,
author = {Tobias Glasmachers and
Christian Igel},
title = {Gradient-Based Adaptation of General Gaussian Kernels},
journal = {Neural Comput.},
volume = {17},
number = {10},
pages = {2099--2105},
year = {2005},
url = {https://doi.org/10.1162/0899766054615635},
doi = {10.1162/0899766054615635},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GlasmachersI05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WinterBI05,
author = {Susanne Winter and
Bernhard Brendel and
Christian Igel},
editor = {Hans{-}Peter Meinzer and
Heinz Handels and
Alexander Horsch and
Thomas Tolxdorff},
title = {Registrierung von Knochen in 3D-Ultraschall- und CT-Daten: Vergleich
verschiedener Optimierungsverfahren},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2005, Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 13.-15. M{\"{a}}rz
2005 in Heidelberg},
series = {Informatik Aktuell},
pages = {345--349},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/3-540-26431-0\_71},
doi = {10.1007/3-540-26431-0\_71},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WinterBI05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/Igel05,
author = {Christian Igel},
editor = {Carlos A. Coello Coello and
Arturo Hern{\'{a}}ndez Aguirre and
Eckart Zitzler},
title = {Multi-objective Model Selection for Support Vector Machines},
booktitle = {Evolutionary Multi-Criterion Optimization, Third International Conference,
{EMO} 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3410},
pages = {534--546},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-31880-4\_37},
doi = {10.1007/978-3-540-31880-4\_37},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/emo/Igel05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/IgelS05,
author = {Christian Igel and
Bernhard Sendhoff},
title = {Synergies between Evolutionary and Neural Computation},
booktitle = {13th European Symposium on Artificial Neural Networks, {ESANN} 2005,
Bruges, Belgium, April 27-29, 2005, Proceedings},
pages = {241--252},
year = {2005},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2005-151.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/IgelS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gpem/SchneiderIKDW04,
author = {Stefan Schneider and
Christian Igel and
Christian Klaes and
Hubert R. Dinse and
Jan C. Wiemer},
title = {Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational
Neuroscience},
journal = {Genet. Program. Evolvable Mach.},
volume = {5},
number = {2},
pages = {215--227},
year = {2004},
url = {https://doi.org/10.1023/B:GENP.0000023689.70987.6a},
doi = {10.1023/B:GENP.0000023689.70987.6A},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/gpem/SchneiderIKDW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/WiegandIH04,
author = {Stefan Wiegand and
Christian Igel and
Uwe Handmann},
title = {Evolutionary Multi-Objective Optimisation Of Neural Networks For Face
Detection},
journal = {Int. J. Comput. Intell. Appl.},
volume = {4},
number = {3},
pages = {237--254},
year = {2004},
url = {https://doi.org/10.1142/S1469026804001288},
doi = {10.1142/S1469026804001288},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/WiegandIH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmma/IgelT04,
author = {Christian Igel and
Marc Toussaint},
title = {A No-Free-Lunch theorem for non-uniform distributions of target functions},
journal = {J. Math. Model. Algorithms},
volume = {3},
number = {4},
pages = {313--322},
year = {2004},
url = {https://doi.org/10.1007/s10852-005-2586-y},
doi = {10.1007/S10852-005-2586-Y},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmma/IgelT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/IgelT04,
author = {Christian Igel and
Karl{-}Heinz Temme},
title = {The chaining syllogism in fuzzy logic},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {12},
number = {6},
pages = {849--853},
year = {2004},
url = {https://doi.org/10.1109/TFUZZ.2004.836078},
doi = {10.1109/TFUZZ.2004.836078},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/IgelT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WiegandIH04,
author = {Stefan Wiegand and
Christian Igel and
Uwe Handmann},
title = {Evolutionary Optimization of Neural Networks for Face Detection},
booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
Bruges, Belgium, April 28-30, 2004, Proceedings},
pages = {139--144},
year = {2004},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-25.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WiegandIH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FriedrichsI04,
author = {Frauke Friedrichs and
Christian Igel},
title = {Evolutionary tuning of multiple {SVM} parameters},
booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
Bruges, Belgium, April 28-30, 2004, Proceedings},
pages = {519--524},
year = {2004},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-15.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FriedrichsI04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Igel03,
author = {Christian Igel},
title = {Beitr{\"{a}}ge zum Entwurf neuronaler Systeme},
school = {Bielefeld University, Germany},
year = {2003},
url = {https://d-nb.info/966117530},
isbn = {978-3-8322-1103-5},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Igel03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/IgelH03,
author = {Christian Igel and
Michael H{\"{u}}sken},
title = {Empirical evaluation of the improved Rprop learning algorithms},
journal = {Neurocomputing},
volume = {50},
pages = {105--123},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(01)00700-7},
doi = {10.1016/S0925-2312(01)00700-7},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/IgelH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/IgelK03,
author = {Christian Igel and
Martin Kreutz},
title = {Operator adaptation in evolutionary computation and its application
to structure optimization of neural networks},
journal = {Neurocomputing},
volume = {55},
number = {1-2},
pages = {347--361},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(02)00628-8},
doi = {10.1016/S0925-2312(02)00628-8},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/IgelK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/IgelT03,
author = {Christian Igel and
Marc Toussaint},
title = {On classes of functions for which No Free Lunch results hold},
journal = {Inf. Process. Lett.},
volume = {86},
number = {6},
pages = {317--321},
year = {2003},
url = {https://doi.org/10.1016/S0020-0190(03)00222-9},
doi = {10.1016/S0020-0190(03)00222-9},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipl/IgelT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/IgelT03,
author = {Christian Igel and
Marc Toussaint},
title = {Neutrality and self-adaptation},
journal = {Nat. Comput.},
volume = {2},
number = {2},
pages = {117--132},
year = {2003},
url = {https://doi.org/10.1023/A:1024906105255},
doi = {10.1023/A:1024906105255},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/IgelT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/BucherCEIKLLSS03,
author = {Thomas B{\"{u}}cher and
Crist{\'{o}}bal Curio and
Johann Edelbrunner and
Christian Igel and
David Kastrup and
Iris Leefken and
Gesa Lorenz and
Axel Steinhage and
Werner von Seelen},
title = {Image processing and behavior planning for intelligent vehicles},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {50},
number = {1},
pages = {62--75},
year = {2003},
url = {https://doi.org/10.1109/TIE.2002.807650},
doi = {10.1109/TIE.2002.807650},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tie/BucherCEIKLLSS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Igel03,
author = {Christian Igel},
title = {Neuroevolution for reinforcement learning using evolution strategies},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2003, Canberra, Australia, December 8-12, 2003},
pages = {2588--2595},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CEC.2003.1299414},
doi = {10.1109/CEC.2003.1299414},
timestamp = {Thu, 16 Dec 2021 11:43:24 +0100},
biburl = {https://dblp.org/rec/conf/cec/Igel03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-NE-0303032,
author = {Christian Igel and
Marc Toussaint},
title = {Recent Results on No-Free-Lunch Theorems for Optimization},
journal = {CoRR},
volume = {cs.NE/0303032},
year = {2003},
url = {http://arxiv.org/abs/cs/0303032},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-NE-0303032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/IgelSEJ02,
author = {Christian Igel and
Werner von Seelen and
Wolfram Erlhagen and
Dirk Jancke},
title = {Evolving field models for inhibition effects in early vision},
journal = {Neurocomputing},
volume = {44-46},
pages = {467--472},
year = {2002},
url = {https://doi.org/10.1016/S0925-2312(02)00402-2},
doi = {10.1016/S0925-2312(02)00402-2},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/IgelSEJ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/IgelS02,
author = {Christian Igel and
Peter Stagge},
title = {Effects of phenotypic redundancy in structure optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {6},
number = {1},
pages = {74--85},
year = {2002},
url = {https://doi.org/10.1109/4235.985693},
doi = {10.1109/4235.985693},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/IgelS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ToussaintI02,
author = {Marc Toussaint and
Christian Igel},
title = {Neutrality: a necessity for self-adaptation},
booktitle = {Proceedings of the 2002 Congress on Evolutionary Computation, {CEC}
2002, Honolulu, HI, USA, May 12-17, 2002},
pages = {1354--1359},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/CEC.2002.1004440},
doi = {10.1109/CEC.2002.1004440},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/ToussaintI02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HuskenI02,
author = {Michael H{\"{u}}sken and
Christian Igel},
editor = {William B. Langdon and
Erick Cant{\'{u}}{-}Paz and
Keith E. Mathias and
Rajkumar Roy and
David Davis and
Riccardo Poli and
Karthik Balakrishnan and
Vasant G. Honavar and
G{\"{u}}nter Rudolph and
Joachim Wegener and
Larry Bull and
Mitchell A. Potter and
Alan C. Schultz and
Julian F. Miller and
Edmund K. Burke and
Natasa Jonoska},
title = {Balancing Learning And Evolution},
booktitle = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, New York, USA, 9-13 July 2002},
pages = {391--398},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Mon, 13 Nov 2017 18:15:11 +0100},
biburl = {https://dblp.org/rec/conf/gecco/HuskenI02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/nlin-AO-0204038,
author = {Marc Toussaint and
Christian Igel},
title = {Neutrality: {A} Necessity for Self-Adaptation},
journal = {CoRR},
volume = {nlin.AO/0204038},
year = {2002},
url = {https://arxiv.org/abs/nlin/0204038},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/nlin-AO-0204038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/IgelEJ01,
author = {Christian Igel and
Wolfram Erlhagen and
Dirk Jancke},
title = {Optimization of dynamic neural fields},
journal = {Neurocomputing},
volume = {36},
number = {1-4},
pages = {225--233},
year = {2001},
url = {https://doi.org/10.1016/S0925-2312(00)00328-3},
doi = {10.1016/S0925-2312(00)00328-3},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/IgelEJ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-NE-0108011,
author = {Christian Igel and
Marc Toussaint},
title = {On Classes of Functions for which No Free Lunch Results Hold},
journal = {CoRR},
volume = {cs.NE/0108011},
year = {2001},
url = {https://arxiv.org/abs/cs/0108011},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-NE-0108011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/IgelK99,
author = {Christian Igel and
Martin Kreutz},
title = {Using fitness distributions to improve the evolution of learning structures},
booktitle = {Proceedings of the 1999 Congress on Evolutionary Computation, {CEC}
1999, Washington, DC, {USA} July 6-9, 1999},
pages = {1902--1909},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/CEC.1999.785505},
doi = {10.1109/CEC.1999.785505},
timestamp = {Mon, 18 Jul 2022 15:12:29 +0200},
biburl = {https://dblp.org/rec/conf/cec/IgelK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzy/IgelT97,
author = {Christian Igel and
Karl{-}Heinz Temme},
editor = {Bernd Reusch},
title = {Chaining Syllogism Applied to Fuzzy {IF-THEN} Rules and Rule Bases},
booktitle = {Computational Intelligence, Theory and Applications, International
Conference, 5th Fuzzy Days, Dortmund, Germany, April 28-30, 1997,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1226},
pages = {179--188},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-62868-1\_110},
doi = {10.1007/3-540-62868-1\_110},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/fuzzy/IgelT97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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