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ORCIDBibTeX 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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