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BibTeX records: Andreas Loukas
@inproceedings{DBLP:conf/icml/AtzeniSL23, author = {Mattia Atzeni and Mrinmaya Sachan and Andreas Loukas}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {1200--1217}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/atzeni23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/AtzeniSL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ShenBHLCB23, author = {Max W. Shen and Emmanuel Bengio and Ehsan Hajiramezanali and Andreas Loukas and Kyunghyun Cho and Tommaso Biancalani}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Towards Understanding and Improving GFlowNet Training}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {30956--30975}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/shen23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ShenBHLCB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MartinkusLLLHRW23, author = {Karolis Martinkus and Jan Ludwiczak and Wei{-}Ching Liang and Julien Lafrance{-}Vanasse and Isidro H{\"{o}}tzel and Arvind Rajpal and Yan Wu and Kyunghyun Cho and Richard Bonneau and Vladimir Gligorijevic and Andreas Loukas}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {AbDiffuser: full-atom generation of in-vitro functioning antibodies}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/801ec05b0aae9fcd2ef35c168bd538e0-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MartinkusLLLHRW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-07170, author = {Max W. Shen and Emmanuel Bengio and Ehsan Hajiramezanali and Andreas Loukas and Kyunghyun Cho and Tommaso Biancalani}, title = {Towards Understanding and Improving GFlowNet Training}, journal = {CoRR}, volume = {abs/2305.07170}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.07170}, doi = {10.48550/ARXIV.2305.07170}, eprinttype = {arXiv}, eprint = {2305.07170}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-07170.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-03175, author = {Mattia Atzeni and Mrinmaya Sachan and Andreas Loukas}, title = {Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning}, journal = {CoRR}, volume = {abs/2306.03175}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.03175}, doi = {10.48550/ARXIV.2306.03175}, eprinttype = {arXiv}, eprint = {2306.03175}, timestamp = {Tue, 13 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-03175.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-12360, author = {Nathan C. Frey and Daniel Berenberg and Karina Zadorozhny and Joseph Kleinhenz and Julien Lafrance{-}Vanasse and Isidro H{\"{o}}tzel and Yan Wu and Stephen Ra and Richard Bonneau and Kyunghyun Cho and Andreas Loukas and Vladimir Gligorijevic and Saeed Saremi}, title = {Protein Discovery with Discrete Walk-Jump Sampling}, journal = {CoRR}, volume = {abs/2306.12360}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.12360}, doi = {10.48550/ARXIV.2306.12360}, eprinttype = {arXiv}, eprint = {2306.12360}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-12360.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-09379, author = {Andreas Loukas and Pan Kessel}, title = {Batched Predictors Generalize within Distribution}, journal = {CoRR}, volume = {abs/2307.09379}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.09379}, doi = {10.48550/ARXIV.2307.09379}, eprinttype = {arXiv}, eprint = {2307.09379}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-09379.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-05027, author = {Karolis Martinkus and Jan Ludwiczak and Kyunghyun Cho and Wei{-}Ching Liang and Julien Lafrance{-}Vanasse and Isidro H{\"{o}}tzel and Arvind Rajpal and Yan Wu and Richard Bonneau and Vladimir Gligorijevic and Andreas Loukas}, title = {AbDiffuser: Full-Atom Generation of In-Vitro Functioning Antibodies}, journal = {CoRR}, volume = {abs/2308.05027}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.05027}, doi = {10.48550/ARXIV.2308.05027}, eprinttype = {arXiv}, eprint = {2308.05027}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-05027.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/ScheckRDLBVC22, author = {Andreas Scheck and St{\'{e}}phane Rosset and Micha{\"{e}}l Defferrard and Andreas Loukas and Jaume Bonet and Pierre Vandergheynst and Bruno E. Correia}, title = {RosettaSurf - {A} surface-centric computational design approach}, journal = {PLoS Comput. Biol.}, volume = {18}, number = {3}, year = {2022}, url = {https://doi.org/10.1371/journal.pcbi.1009178}, doi = {10.1371/JOURNAL.PCBI.1009178}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/ScheckRDLBVC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MartinkusLPW22, author = {Karolis Martinkus and Andreas Loukas and Nathana{\"{e}}l Perraudin and Roger Wattenhofer}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {{SPECTRE:} Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {15159--15179}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/martinkus22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/MartinkusLPW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChandramoorthyL22, author = {Nisha Chandramoorthy and Andreas Loukas and Khashayar Gatmiry and Stefanie Jegelka}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {On the generalization of learning algorithms that do not converge}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/dd73f39426a03131c38c8d943153d44b-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChandramoorthyL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KaraliasRLJ22, author = {Nikolaos Karalias and Joshua Robinson and Andreas Loukas and Stefanie Jegelka}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/6294a235c0b80f0a2b224375c546c750-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KaraliasRLJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-01613, author = {Karolis Martinkus and Andreas Loukas and Nathana{\"{e}}l Perraudin and Roger Wattenhofer}, title = {{SPECTRE} : Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators}, journal = {CoRR}, volume = {abs/2204.01613}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.01613}, doi = {10.48550/ARXIV.2204.01613}, eprinttype = {arXiv}, eprint = {2204.01613}, timestamp = {Wed, 06 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-01613.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-04055, author = {Nikolaos Karalias and Joshua Robinson and Andreas Loukas and Stefanie Jegelka}, title = {Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions}, journal = {CoRR}, volume = {abs/2208.04055}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.04055}, doi = {10.48550/ARXIV.2208.04055}, eprinttype = {arXiv}, eprint = {2208.04055}, timestamp = {Wed, 21 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-04055.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-07951, author = {Nisha Chandramoorthy and Andreas Loukas and Khashayar Gatmiry and Stefanie Jegelka}, title = {On the generalization of learning algorithms that do not converge}, journal = {CoRR}, volume = {abs/2208.07951}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.07951}, doi = {10.48550/ARXIV.2208.07951}, eprinttype = {arXiv}, eprint = {2208.07951}, timestamp = {Mon, 22 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-07951.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-10838, author = {Natasa Tagasovska and Nathan C. Frey and Andreas Loukas and Isidro H{\"{o}}tzel and Julien Lafrance{-}Vanasse and Ryan Lewis Kelly and Yan Wu and Arvind Rajpal and Richard Bonneau and Kyunghyun Cho and Stephen Ra and Vladimir Gligorijevic}, title = {A Pareto-optimal compositional energy-based model for sampling and optimization of protein sequences}, journal = {CoRR}, volume = {abs/2210.10838}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.10838}, doi = {10.48550/ARXIV.2210.10838}, eprinttype = {arXiv}, eprint = {2210.10838}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-10838.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-12192, author = {Max W. Shen and Ehsan Hajiramezanali and Gabriele Scalia and Alex M. Tseng and Nathaniel Diamant and Tommaso Biancalani and Andreas Loukas}, title = {Conditional Diffusion with Less Explicit Guidance via Model Predictive Control}, journal = {CoRR}, volume = {abs/2210.12192}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.12192}, doi = {10.48550/ARXIV.2210.12192}, eprinttype = {arXiv}, eprint = {2210.12192}, timestamp = {Wed, 04 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-12192.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DongCL21, author = {Yihe Dong and Jean{-}Baptiste Cordonnier and Andreas Loukas}, editor = {Marina Meila and Tong Zhang}, title = {Attention is not all you need: pure attention loses rank doubly exponentially with depth}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {2793--2803}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/dong21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DongCL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LoukasPJ21, author = {Andreas Loukas and Marinos Poiitis and Stefanie Jegelka}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {What training reveals about neural network complexity}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {494--508}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/04a1bf2d968f1ce381cf1f9184a807a9-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LoukasPJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AtzeniBL21, author = {Mattia Atzeni and Jasmina Bogojeska and Andreas Loukas}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {{SQALER:} Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {12587--12599}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/68bd22864919297c8c8a8c32378e89b4-Abstract.html}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/AtzeniBL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BouritsasLKB21, author = {Giorgos Bouritsas and Andreas Loukas and Nikolaos Karalias and Michael M. Bronstein}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Partition and Code: learning how to compress graphs}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {18603--18619}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/9a4d6e8685bd057e4f68930bd7c8ecc0-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/BouritsasLKB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-03404, author = {Yihe Dong and Jean{-}Baptiste Cordonnier and Andreas Loukas}, title = {Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth}, journal = {CoRR}, volume = {abs/2103.03404}, year = {2021}, url = {https://arxiv.org/abs/2103.03404}, eprinttype = {arXiv}, eprint = {2103.03404}, timestamp = {Mon, 15 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-03404.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-04186, author = {Andreas Loukas and Marinos Poiitis and Stefanie Jegelka}, title = {What training reveals about neural network complexity}, journal = {CoRR}, volume = {abs/2106.04186}, year = {2021}, url = {https://arxiv.org/abs/2106.04186}, eprinttype = {arXiv}, eprint = {2106.04186}, timestamp = {Fri, 11 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-04186.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01952, author = {Giorgos Bouritsas and Andreas Loukas and Nikolaos Karalias and Michael M. Bronstein}, title = {Partition and Code: learning how to compress graphs}, journal = {CoRR}, volume = {abs/2107.01952}, year = {2021}, url = {https://arxiv.org/abs/2107.01952}, eprinttype = {arXiv}, eprint = {2107.01952}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01952.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-14266, author = {Mattia Atzeni and Jasmina Bogojeska and Andreas Loukas}, title = {{SQALER:} Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning}, journal = {CoRR}, volume = {abs/2110.14266}, year = {2021}, url = {https://arxiv.org/abs/2110.14266}, eprinttype = {arXiv}, eprint = {2110.14266}, timestamp = {Fri, 29 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-14266.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamdm/AvinBLPS20, author = {Chen Avin and Marcin Bienkowski and Andreas Loukas and Maciej Pacut and Stefan Schmid}, title = {Dynamic Balanced Graph Partitioning}, journal = {{SIAM} J. Discret. Math.}, volume = {34}, number = {3}, pages = {1791--1812}, year = {2020}, url = {https://doi.org/10.1137/17M1158513}, doi = {10.1137/17M1158513}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamdm/AvinBLPS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/JinLJ20, author = {Yu Jin and Andreas Loukas and Joseph F. J{\'{a}}J{\'{a}}}, editor = {Silvia Chiappa and Roberto Calandra}, title = {Graph Coarsening with Preserved Spectral Properties}, booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]}, series = {Proceedings of Machine Learning Research}, volume = {108}, pages = {4452--4462}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v108/jin20a.html}, timestamp = {Fri, 02 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/JinLJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/CordonnierLJ20, author = {Jean{-}Baptiste Cordonnier and Andreas Loukas and Martin Jaggi}, title = {On the Relationship between Self-Attention and Convolutional Layers}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=HJlnC1rKPB}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/CordonnierLJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Loukas20, author = {Andreas Loukas}, title = {What graph neural networks cannot learn: depth vs width}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=B1l2bp4YwS}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/Loukas20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KaraliasL20, author = {Nikolaos Karalias and Andreas Loukas}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs}, 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/49f85a9ed090b20c8bed85a5923c669f-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KaraliasL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Loukas20, author = {Andreas Loukas}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {How hard is to distinguish graphs with graph neural networks?}, 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/23685a2431acad7789c1e3d43ea1522c-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Loukas20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VignacLF20, author = {Cl{\'{e}}ment Vignac and Andreas Loukas and Pascal Frossard}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Building powerful and equivariant graph neural networks with structural message-passing}, 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/a32d7eeaae19821fd9ce317f3ce952a7-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/VignacLF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-06649, author = {Andreas Loukas}, title = {How hard is graph isomorphism for graph neural networks?}, journal = {CoRR}, volume = {abs/2005.06649}, year = {2020}, url = {https://arxiv.org/abs/2005.06649}, eprinttype = {arXiv}, eprint = {2005.06649}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-06649.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-10643, author = {Nikolaos Karalias and Andreas Loukas}, title = {Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs}, journal = {CoRR}, volume = {abs/2006.10643}, year = {2020}, url = {https://arxiv.org/abs/2006.10643}, eprinttype = {arXiv}, eprint = {2006.10643}, timestamp = {Tue, 23 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-10643.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-15107, author = {Cl{\'{e}}ment Vignac and Andreas Loukas and Pascal Frossard}, title = {Building powerful and equivariant graph neural networks with message-passing}, journal = {CoRR}, volume = {abs/2006.15107}, year = {2020}, url = {https://arxiv.org/abs/2006.15107}, eprinttype = {arXiv}, eprint = {2006.15107}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-15107.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-16362, author = {Jean{-}Baptiste Cordonnier and Andreas Loukas and Martin Jaggi}, title = {Multi-Head Attention: Collaborate Instead of Concatenate}, journal = {CoRR}, volume = {abs/2006.16362}, year = {2020}, url = {https://arxiv.org/abs/2006.16362}, eprinttype = {arXiv}, eprint = {2006.16362}, timestamp = {Thu, 02 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-16362.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejasp/LoukasP19, author = {Andreas Loukas and Nathana{\"{e}}l Perraudin}, title = {Stationary time-vertex signal processing}, journal = {{EURASIP} J. Adv. Signal Process.}, volume = {2019}, pages = {36}, year = {2019}, url = {https://doi.org/10.1186/s13634-019-0631-7}, doi = {10.1186/S13634-019-0631-7}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ejasp/LoukasP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/Loukas19, author = {Andreas Loukas}, title = {Graph Reduction with Spectral and Cut Guarantees}, journal = {J. Mach. Learn. Res.}, volume = {20}, pages = {116:1--116:42}, year = {2019}, url = {http://jmlr.org/papers/v20/18-680.html}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/Loukas19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/IsufiLPL19, author = {Elvin Isufi and Andreas Loukas and Nathana{\"{e}}l Perraudin and Geert Leus}, title = {Forecasting Time Series With {VARMA} Recursions on Graphs}, journal = {{IEEE} Trans. Signal Process.}, volume = {67}, number = {18}, pages = {4870--4885}, year = {2019}, url = {https://doi.org/10.1109/TSP.2019.2929930}, doi = {10.1109/TSP.2019.2929930}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/IsufiLPL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/CordonnierL19, author = {Jean{-}Baptiste Cordonnier and Andreas Loukas}, editor = {Sarit Kraus}, title = {Extrapolating Paths with Graph Neural Networks}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {2187--2194}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/303}, doi = {10.24963/IJCAI.2019/303}, timestamp = {Tue, 20 Aug 2019 16:18:18 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/CordonnierL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-10204, author = {Nicolas Tremblay and Andreas Loukas}, title = {Approximating Spectral Clustering via Sampling: a Review}, journal = {CoRR}, volume = {abs/1901.10204}, year = {2019}, url = {http://arxiv.org/abs/1901.10204}, eprinttype = {arXiv}, eprint = {1901.10204}, timestamp = {Sat, 02 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-10204.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-07518, author = {Jean{-}Baptiste Cordonnier and Andreas Loukas}, title = {Extrapolating paths with graph neural networks}, journal = {CoRR}, volume = {abs/1903.07518}, year = {2019}, url = {http://arxiv.org/abs/1903.07518}, eprinttype = {arXiv}, eprint = {1903.07518}, timestamp = {Mon, 01 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-07518.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-09677, author = {Konstantinos Pitas and Andreas Loukas and Mike Davies and Pierre Vandergheynst}, title = {Some limitations of norm based generalization bounds in deep neural networks}, journal = {CoRR}, volume = {abs/1905.09677}, year = {2019}, url = {http://arxiv.org/abs/1905.09677}, eprinttype = {arXiv}, eprint = {1905.09677}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-09677.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-13422, author = {Younjoo Seo and Andreas Loukas and Nathana{\"{e}}l Perraudin}, title = {Discriminative structural graph classification}, journal = {CoRR}, volume = {abs/1905.13422}, year = {2019}, url = {http://arxiv.org/abs/1905.13422}, eprinttype = {arXiv}, eprint = {1905.13422}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-13422.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-03199, author = {Andreas Loukas}, title = {What graph neural networks cannot learn: depth vs width}, journal = {CoRR}, volume = {abs/1907.03199}, year = {2019}, url = {http://arxiv.org/abs/1907.03199}, eprinttype = {arXiv}, eprint = {1907.03199}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-03199.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-03584, author = {Jean{-}Baptiste Cordonnier and Andreas Loukas and Martin Jaggi}, title = {On the Relationship between Self-Attention and Convolutional Layers}, journal = {CoRR}, volume = {abs/1911.03584}, year = {2019}, url = {http://arxiv.org/abs/1911.03584}, eprinttype = {arXiv}, eprint = {1911.03584}, timestamp = {Sun, 01 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-03584.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipl/AvinHLS18, author = {Chen Avin and Alexandr Hercules and Andreas Loukas and Stefan Schmid}, title = {\emph{rDAN}: Toward robust demand-aware network designs}, journal = {Inf. Process. Lett.}, volume = {133}, pages = {5--9}, year = {2018}, url = {https://doi.org/10.1016/j.ipl.2017.12.008}, doi = {10.1016/J.IPL.2017.12.008}, timestamp = {Mon, 06 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ipl/AvinHLS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/GrassiLPR18, author = {Francesco Grassi and Andreas Loukas and Nathana{\"{e}}l Perraudin and Benjamin Ricaud}, title = {A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs}, journal = {{IEEE} Trans. Signal Process.}, volume = {66}, number = {3}, pages = {817--829}, year = {2018}, url = {https://doi.org/10.1109/TSP.2017.2775589}, doi = {10.1109/TSP.2017.2775589}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/GrassiLPR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LoukasV18, author = {Andreas Loukas and Pierre Vandergheynst}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Spectrally Approximating Large Graphs with Smaller Graphs}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {3243--3252}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/loukas18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:30 +0200}, biburl = {https://dblp.org/rec/conf/icml/LoukasV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MartinLV18, author = {Lionel Martin and Andreas Loukas and Pierre Vandergheynst}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Fast Approximate Spectral Clustering for Dynamic Networks}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {3420--3429}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/martin18a.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MartinLV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-07510, author = {Andreas Loukas and Pierre Vandergheynst}, title = {Spectrally approximating large graphs with smaller graphs}, journal = {CoRR}, volume = {abs/1802.07510}, year = {2018}, url = {http://arxiv.org/abs/1802.07510}, eprinttype = {arXiv}, eprint = {1802.07510}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-07510.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-10650, author = {Andreas Loukas}, title = {Graph reduction by local variation}, journal = {CoRR}, volume = {abs/1808.10650}, year = {2018}, url = {http://arxiv.org/abs/1808.10650}, eprinttype = {arXiv}, eprint = {1808.10650}, timestamp = {Mon, 03 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-10650.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-08581, author = {Elvin Isufi and Andreas Loukas and Nathana{\"{e}}l Perraudin and Geert Leus}, title = {Forecasting Time Series with {VARMA} Recursions on Graphs}, journal = {CoRR}, volume = {abs/1810.08581}, year = {2018}, url = {http://arxiv.org/abs/1810.08581}, eprinttype = {arXiv}, eprint = {1810.08581}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-08581.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/IsufiLSL17, author = {Elvin Isufi and Andreas Loukas and Andrea Simonetto and Geert Leus}, title = {Autoregressive Moving Average Graph Filtering}, journal = {{IEEE} Trans. Signal Process.}, volume = {65}, number = {2}, pages = {274--288}, year = {2017}, url = {https://doi.org/10.1109/TSP.2016.2614793}, doi = {10.1109/TSP.2016.2614793}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/IsufiLSL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/IsufiLSL17a, author = {Elvin Isufi and Andreas Loukas and Andrea Simonetto and Geert Leus}, title = {Filtering Random Graph Processes Over Random Time-Varying Graphs}, journal = {{IEEE} Trans. Signal Process.}, volume = {65}, number = {16}, pages = {4406--4421}, year = {2017}, url = {https://doi.org/10.1109/TSP.2017.2706186}, doi = {10.1109/TSP.2017.2706186}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/IsufiLSL17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/LoukasIP17, author = {Andreas Loukas and Elvin Isufi and Nathana{\"{e}}l Perraudin}, editor = {Michael B. Matthews}, title = {Predicting the evolution of stationary graph signals}, booktitle = {51st Asilomar Conference on Signals, Systems, and Computers, {ACSSC} 2017, Pacific Grove, CA, USA, October 29 - November 1, 2017}, pages = {60--64}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ACSSC.2017.8335136}, doi = {10.1109/ACSSC.2017.8335136}, timestamp = {Mon, 09 Aug 2021 14:54:04 +0200}, biburl = {https://dblp.org/rec/conf/acssc/LoukasIP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/KalofoliasLTF17, author = {Vassilis Kalofolias and Andreas Loukas and Dorina Thanou and Pascal Frossard}, title = {Learning time varying graphs}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {2826--2830}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7952672}, doi = {10.1109/ICASSP.2017.7952672}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/KalofoliasLTF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/PerraudinLGV17, author = {Nathana{\"{e}}l Perraudin and Andreas Loukas and Francesco Grassi and Pierre Vandergheynst}, title = {Towards stationary time-vertex signal processing}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {3914--3918}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7952890}, doi = {10.1109/ICASSP.2017.7952890}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/PerraudinLGV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/IsufiLL17, author = {Elvin Isufi and Andreas Loukas and Geert Leus}, title = {Autoregressive moving average graph filters a stable distributed implementation}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {4119--4123}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7952931}, doi = {10.1109/ICASSP.2017.7952931}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/IsufiLL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/MartellaLLS17, author = {Claudio Martella and Dionysios Logothetis and Andreas Loukas and Georgos Siganos}, title = {Spinner: Scalable Graph Partitioning in the Cloud}, booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017, San Diego, CA, USA, April 19-22, 2017}, pages = {1083--1094}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICDE.2017.153}, doi = {10.1109/ICDE.2017.153}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/MartellaLLS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Loukas17, author = {Andreas Loukas}, editor = {Doina Precup and Yee Whye Teh}, title = {How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices?}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {2228--2237}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/loukas17a.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/Loukas17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/IsufiLSL17, author = {Elvin Isufi and Andreas Loukas and Andrea Simonetto and Geert Leus}, title = {Filtering Random Graph Processes Over Random Time-Varying Graphs}, journal = {CoRR}, volume = {abs/1705.00442}, year = {2017}, url = {http://arxiv.org/abs/1705.00442}, eprinttype = {arXiv}, eprint = {1705.00442}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/IsufiLSL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GrassiLPR17, author = {Francesco Grassi and Andreas Loukas and Nathana{\"{e}}l Perraudin and Benjamin Ricaud}, title = {A Time-Vertex Signal Processing Framework}, journal = {CoRR}, volume = {abs/1705.02307}, year = {2017}, url = {http://arxiv.org/abs/1705.02307}, eprinttype = {arXiv}, eprint = {1705.02307}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GrassiLPR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AvinHLS17, author = {Chen Avin and Alexandr Hercules and Andreas Loukas and Stefan Schmid}, title = {Towards Communication-Aware Robust Topologies}, journal = {CoRR}, volume = {abs/1705.07163}, year = {2017}, url = {http://arxiv.org/abs/1705.07163}, eprinttype = {arXiv}, eprint = {1705.07163}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AvinHLS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/IsufiLSL16, author = {Elvin Isufi and Andreas Loukas and Andrea Simonetto and Geert Leus}, title = {Separable autoregressive moving average graph-temporal filters}, booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest, Hungary, August 29 - September 2, 2016}, pages = {200--204}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/EUSIPCO.2016.7760238}, doi = {10.1109/EUSIPCO.2016.7760238}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/IsufiLSL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globalsip/LoukasF16, author = {Andreas Loukas and Damien Foucard}, title = {Frequency analysis of time-varying graph signals}, booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing, GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016}, pages = {346--350}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/GlobalSIP.2016.7905861}, doi = {10.1109/GLOBALSIP.2016.7905861}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/globalsip/LoukasF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sensys/CattaniLZZL16, author = {Marco Cattani and Andreas Loukas and Marco Zimmerling and Marco Zuniga and Koen Langendoen}, editor = {Philip Alexander Levis and Steve Eglash and Lama Nachman and Anthony Rowe}, title = {Staffetta: Smart Duty-Cycling for Opportunistic Data Collection}, booktitle = {Proceedings of the 14th {ACM} Conference on Embedded Network Sensor Systems, SenSys 2016, Stanford, CA, USA, November 14-16, 2016}, pages = {56--69}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2994551.2994559}, doi = {10.1145/2994551.2994559}, timestamp = {Tue, 23 May 2023 07:16:12 +0200}, biburl = {https://dblp.org/rec/conf/sensys/CattaniLZZL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wdag/AvinLPS16, author = {Chen Avin and Andreas Loukas and Maciej Pacut and Stefan Schmid}, editor = {Cyril Gavoille and David Ilcinkas}, title = {Online Balanced Repartitioning}, booktitle = {Distributed Computing - 30th International Symposium, {DISC} 2016, Paris, France, September 27-29, 2016. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9888}, pages = {243--256}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-662-53426-7\_18}, doi = {10.1007/978-3-662-53426-7\_18}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wdag/AvinLPS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LoukasF16, author = {Andreas Loukas and Damien Foucard}, title = {Frequency Analysis of Temporal Graph Signals}, journal = {CoRR}, volume = {abs/1602.04434}, year = {2016}, url = {http://arxiv.org/abs/1602.04434}, eprinttype = {arXiv}, eprint = {1602.04434}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LoukasF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/IsufiLSL16, author = {Elvin Isufi and Andreas Loukas and Andrea Simonetto and Geert Leus}, title = {Distributed Time-Varying Graph Filtering}, journal = {CoRR}, volume = {abs/1602.04436}, year = {2016}, url = {http://arxiv.org/abs/1602.04436}, eprinttype = {arXiv}, eprint = {1602.04436}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/IsufiLSL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PerraudinLGV16, author = {Nathana{\"{e}}l Perraudin and Andreas Loukas and Francesco Grassi and Pierre Vandergheynst}, title = {Towards stationary time-vertex signal processing}, journal = {CoRR}, volume = {abs/1606.06962}, year = {2016}, url = {http://arxiv.org/abs/1606.06962}, eprinttype = {arXiv}, eprint = {1606.06962}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PerraudinLGV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LoukasP16, author = {Andreas Loukas and Nathana{\"{e}}l Perraudin}, title = {Predicting the evolution of stationary graph signals}, journal = {CoRR}, volume = {abs/1607.03313}, year = {2016}, url = {http://arxiv.org/abs/1607.03313}, eprinttype = {arXiv}, eprint = {1607.03313}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LoukasP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LoukasP16a, author = {Andreas Loukas and Nathana{\"{e}}l Perraudin}, title = {Stationary time-vertex signal processing}, journal = {CoRR}, volume = {abs/1611.00255}, year = {2016}, url = {http://arxiv.org/abs/1611.00255}, eprinttype = {arXiv}, eprint = {1611.00255}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LoukasP16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Loukas15, author = {Andreas Loukas}, title = {Distributed Graph Filters}, school = {Delft University of Technology, Netherlands}, year = {2015}, url = {http://resolver.tudelft.nl/uuid:9189a22b-5528-4561-9d52-5e1664082a12}, timestamp = {Thu, 11 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Loukas15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/LoukasSL15, author = {Andreas Loukas and Andrea Simonetto and Geert Leus}, title = {Distributed Autoregressive Moving Average Graph Filters}, journal = {{IEEE} Signal Process. Lett.}, volume = {22}, number = {11}, pages = {1931--1935}, year = {2015}, url = {https://doi.org/10.1109/LSP.2015.2448655}, doi = {10.1109/LSP.2015.2448655}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spl/LoukasSL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/camsap/IsufiSLL15, author = {Elvin Isufi and Andrea Simonetto and Andreas Loukas and Geert Leus}, title = {Stochastic graph filtering on time-varying graphs}, booktitle = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16, 2015}, pages = {89--92}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/CAMSAP.2015.7383743}, doi = {10.1109/CAMSAP.2015.7383743}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/camsap/IsufiSLL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipsn/LoukasCZG15, author = {Andreas Loukas and Marco Cattani and Marco Zuniga and Jie Gao}, editor = {Suman Nath and Bhaskar Krishnamachari and Anthony Rowe}, title = {Graph scale-space theory for distributed peak and pit identification}, booktitle = {Proceedings of the 14th International Conference on Information Processing in Sensor Networks, {IPSN} 2015, Seattle, WA, USA, April 14-16, 2015}, pages = {118--129}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2737095.2737101}, doi = {10.1145/2737095.2737101}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipsn/LoukasCZG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LoukasSL15, author = {Andreas Loukas and Andrea Simonetto and Geert Leus}, title = {Distributed Autoregressive Moving Average Graph Filters}, journal = {CoRR}, volume = {abs/1508.05808}, year = {2015}, url = {http://arxiv.org/abs/1508.05808}, eprinttype = {arXiv}, eprint = {1508.05808}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LoukasSL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AvinLPS15, author = {Chen Avin and Andreas Loukas and Maciej Pacut and Stefan Schmid}, title = {Online Balanced Repartitioning}, journal = {CoRR}, volume = {abs/1511.02074}, year = {2015}, url = {http://arxiv.org/abs/1511.02074}, eprinttype = {arXiv}, eprint = {1511.02074}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AvinLPS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/LoukasZPG14, author = {Andreas Loukas and Marco Zuniga and Ioannis Protonotarios and Jie Gao}, title = {How to identify global trends from local decisions? Event region detection on mobile networks}, booktitle = {2014 {IEEE} Conference on Computer Communications, {INFOCOM} 2014, Toronto, Canada, April 27 - May 2, 2014}, pages = {1177--1185}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/INFOCOM.2014.6848049}, doi = {10.1109/INFOCOM.2014.6848049}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/infocom/LoukasZPG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipsn/CattaniZLL14, author = {Marco Cattani and Marco Zuniga and Andreas Loukas and Koen Langendoen}, editor = {Adam Wolisz and Jie Liu and Lin Zhong}, title = {Lightweight neighborhood cardinality estimation in dynamic wireless networks}, booktitle = {IPSN'14, Proceedings of the 13th International Symposium on Information Processing in Sensor Networks (part of {CPS} Week), April 15-17, 2014, Berlin, Germany}, pages = {179--189}, publisher = {{IEEE/ACM}}, year = {2014}, url = {http://dl.acm.org/citation.cfm?id=2602360}, timestamp = {Tue, 21 Nov 2017 13:14:31 +0100}, biburl = {https://dblp.org/rec/conf/ipsn/CattaniZLL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/saso/DurmusLOL14, author = {Yunus Durmus and Andreas Loukas and Ertan Onur and Koen Langendoen}, title = {Sybil-Resistant Meta Strategies for the Forwarder's Dilemma}, booktitle = {Eighth {IEEE} International Conference on Self-Adaptive and Self-Organizing Systems, {SASO} 2014, London, United Kingdom, September 8-12, 2014}, pages = {90--99}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/SASO.2014.21}, doi = {10.1109/SASO.2014.21}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/saso/DurmusLOL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipsn/LoukasZWCL13, author = {Andreas Loukas and Marco Zuniga and Matthias Woehrle and Marco Cattani and Koen Langendoen}, editor = {Tarek F. Abdelzaher and Kay R{\"{o}}mer and Raj Rajkumar}, title = {Think globally, act locally: on the reshaping of information landscapes}, booktitle = {The 12th International Conference on Information Processing in Sensor Networks (co-located with {CPS} Week 2013), {IPSN} 2013, Philadelphia, PA, USA, April 8-11, 2013}, pages = {265--276}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2461381.2461414}, doi = {10.1145/2461381.2461414}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipsn/LoukasZWCL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mass/LoukasWZL13, author = {Andreas Loukas and Matthias Woehrle and Marco Zuniga and Koen Langendoen}, title = {Fairness for All, Rate Allocation for Mobile Wireless Networks}, booktitle = {{IEEE} 10th International Conference on Mobile Ad-Hoc and Sensor Systems, {MASS} 2013, Hangzhou, China, October 14-16, 2013}, pages = {154--162}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/MASS.2013.35}, doi = {10.1109/MASS.2013.35}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mass/LoukasWZL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dialm/LoukasWGL12, author = {Andreas Loukas and Matthias Woehrle and Philipp M. Glatz and Koen Langendoen}, editor = {Fabian Kuhn and Calvin C. Newport}, title = {On distributed computation of information potentials}, booktitle = {FOMC'12, The Eighth {ACM} International Workshop on Foundations of Mobile Computing (part of {PODC} 2012), Funchal, Portugal, July 19, 2012, Proceedings}, pages = {5}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2335470.2335475}, doi = {10.1145/2335470.2335475}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dialm/LoukasWGL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/LoukasWL11, author = {Andreas Loukas and Matthias Woehrle and Koen Langendoen}, editor = {Kurt Geihs and Kay R{\"{o}}mer and Luca Mottola and Gian Pietro Picco}, title = {On mining sensor network software repositories}, booktitle = {Proceedings of the 2nd Workshop on Software Engineering for Sensor Network Applications, {SESENA} 2011, Waikiki, Honolulu, HI, USA, May 22, 2011}, pages = {25--30}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/1988051.1988057}, doi = {10.1145/1988051.1988057}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icse/LoukasWL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mass/AkribopoulosBEKLLNOTVKMC08, author = {Orestis Akribopoulos and Dimitrios Bousis and Dionysios Efstathiou and Haris Koutsouridis and Marios Logaras and Andreas Loukas and Alexandros Nafas and Georgios Oikonomou and Irini Thireou and Nikos Vasilakis and Panagiotis C. Kokkinos and Georgios Mylonas and Ioannis Chatzigiannakis}, title = {A software platform for developing multi-player pervasive games using small programmable object technologies}, booktitle = {{IEEE} 5th International Conference on Mobile Adhoc and Sensor Systems, {MASS} 2008, 29 September - 2 October 2008, Atlanta, Georgia, {USA}}, pages = {544--546}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/MAHSS.2008.4660084}, doi = {10.1109/MAHSS.2008.4660084}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mass/AkribopoulosBEKLLNOTVKMC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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