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ORCIDBibTeX records: El Mahdi El Mhamdi
@inproceedings{DBLP:conf/icml/ScheidTBCMJED24,
author = {Antoine Scheid and
Daniil Tiapkin and
Etienne Boursier and
Aymeric Capitaine and
Eric Moulines and
Michael I. Jordan and
El{-}Mahdi El{-}Mhamdi and
Alain Oliviero Durmus},
title = {Incentivized Learning in Principal-Agent Bandit Games},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=ykgZk6vFrh},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/ScheidTBCMJED24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03811,
author = {Antoine Scheid and
Daniil Tiapkin and
Etienne Boursier and
Aymeric Capitaine and
El Mahdi El Mhamdi and
Eric Moulines and
Michael I. Jordan and
Alain Durmus},
title = {Incentivized Learning in Principal-Agent Bandit Games},
journal = {CoRR},
volume = {abs/2403.03811},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03811},
doi = {10.48550/ARXIV.2403.03811},
eprinttype = {arXiv},
eprint = {2403.03811},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-14332,
author = {Aymeric Capitaine and
Etienne Boursier and
Antoine Scheid and
Eric Moulines and
Michael I. Jordan and
El{-}Mahdi El{-}Mhamdi and
Alain Durmus},
title = {Unravelling in Collaborative Learning},
journal = {CoRR},
volume = {abs/2407.14332},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.14332},
doi = {10.48550/ARXIV.2407.14332},
eprinttype = {arXiv},
eprint = {2407.14332},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-14332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/El-MhamdiFGH23,
author = {El{-}Mahdi El{-}Mhamdi and
Sadegh Farhadkhani and
Rachid Guerraoui and
L{\^{e}}{-}Nguy{\^{e}}n Hoang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Strategyproofness of the Geometric Median},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2603--2640},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/el-mhamdi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/El-MhamdiFGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dc/El-MhamdiGGHR22,
author = {El{-}Mahdi El{-}Mhamdi and
Rachid Guerraoui and
Arsany Guirguis and
L{\^{e}}{-}Nguy{\^{e}}n Hoang and
S{\'{e}}bastien Rouault},
title = {Genuinely distributed Byzantine machine learning},
journal = {Distributed Comput.},
volume = {35},
number = {4},
pages = {305--331},
year = {2022},
url = {https://doi.org/10.1007/s00446-022-00427-9},
doi = {10.1007/S00446-022-00427-9},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dc/El-MhamdiGGHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/El-MhamdiGHM22,
author = {El{-}Mahdi El{-}Mhamdi and
Rachid Guerraoui and
L{\^{e}}{-}Nguy{\^{e}}n Hoang and
Alexandre Maurer},
title = {Removing algorithmic discrimination (with minimal individual error)},
journal = {Theor. Comput. Sci.},
volume = {923},
pages = {47--55},
year = {2022},
url = {https://doi.org/10.1016/j.tcs.2022.04.051},
doi = {10.1016/J.TCS.2022.04.051},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/El-MhamdiGHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15259,
author = {El{-}Mahdi El{-}Mhamdi and
Sadegh Farhadkhani and
Rachid Guerraoui and
Nirupam Gupta and
L{\^{e}}{-}Nguy{\^{e}}n Hoang and
Rafael Pinot and
John Stephan},
title = {On the Impossible Safety of Large {AI} Models},
journal = {CoRR},
volume = {abs/2209.15259},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15259},
doi = {10.48550/ARXIV.2209.15259},
eprinttype = {arXiv},
eprint = {2209.15259},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MhamdiGR21,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
S{\'{e}}bastien Rouault},
title = {Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=H8UHdhWG6A3},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/MhamdiGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/El-MhamdiFGGHR21,
author = {El{-}Mahdi El{-}Mhamdi and
Sadegh Farhadkhani and
Rachid Guerraoui and
Arsany Guirguis and
L{\^{e}}{-}Nguy{\^{e}}n Hoang and
S{\'{e}}bastien Rouault},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous,
Asynchronous and Nonconvex Learning)},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {25044--25057},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d2cd33e9c0236a8c2d8bd3fa91ad3acf-Abstract.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/El-MhamdiFGGHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02394,
author = {El{-}Mahdi El{-}Mhamdi and
Sadegh Farhadkhani and
Rachid Guerraoui and
L{\^{e}}{-}Nguy{\^{e}}n Hoang},
title = {On the Strategyproofness of the Geometric Median},
journal = {CoRR},
volume = {abs/2106.02394},
year = {2021},
url = {https://arxiv.org/abs/2106.02394},
eprinttype = {arXiv},
eprint = {2106.02394},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07334,
author = {L{\^{e}}{-}Nguy{\^{e}}n Hoang and
Louis Faucon and
Aidan Jungo and
Sergei Volodin and
Dalia Papuc and
Orfeas Liossatos and
Ben Crulis and
Mariame Tighanimine and
Isabela Constantin and
Anastasiia Kucherenko and
Alexandre Maurer and
Felix Grimberg and
Vlad Nitu and
Chris Vossen and
S{\'{e}}bastien Rouault and
El{-}Mahdi El{-}Mhamdi},
title = {Tournesol: {A} quest for a large, secure and trustworthy database
of reliable human judgments},
journal = {CoRR},
volume = {abs/2107.07334},
year = {2021},
url = {https://arxiv.org/abs/2107.07334},
eprinttype = {arXiv},
eprint = {2107.07334},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ch/Mhamdi20,
author = {El Mahdi El Mhamdi},
title = {Robust Distributed Learning},
school = {EPFL, Switzerland},
year = {2020},
url = {https://doi.org/10.5075/epfl-thesis-7218},
doi = {10.5075/EPFL-THESIS-7218},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ch/Mhamdi20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/opodis/BoussettaEGMR20,
author = {Amine Boussetta and
El{-}Mahdi El{-}Mhamdi and
Rachid Guerraoui and
Alexandre Maurer and
S{\'{e}}bastien Rouault},
editor = {Quentin Bramas and
Rotem Oshman and
Paolo Romano},
title = {{AKSEL:} Fast Byzantine {SGD}},
booktitle = {24th International Conference on Principles of Distributed Systems,
{OPODIS} 2020, December 14-16, 2020, Strasbourg, France (Virtual Conference)},
series = {LIPIcs},
volume = {184},
pages = {8:1--8:16},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2020},
url = {https://doi.org/10.4230/LIPIcs.OPODIS.2020.8},
doi = {10.4230/LIPICS.OPODIS.2020.8},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/opodis/BoussettaEGMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/podc/El-MhamdiGGHR20,
author = {El{-}Mahdi El{-}Mhamdi and
Rachid Guerraoui and
Arsany Guirguis and
L{\^{e}} Nguy{\^{e}}n Hoang and
S{\'{e}}bastien Rouault},
editor = {Yuval Emek and
Christian Cachin},
title = {Genuinely Distributed Byzantine Machine Learning},
booktitle = {{PODC} '20: {ACM} Symposium on Principles of Distributed Computing,
Virtual Event, Italy, August 3-7, 2020},
pages = {355--364},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3382734.3405695},
doi = {10.1145/3382734.3405695},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/podc/El-MhamdiGGHR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srds/El-MhamdiGR20,
author = {El{-}Mahdi El{-}Mhamdi and
Rachid Guerraoui and
S{\'{e}}bastien Rouault},
title = {Fast and Robust Distributed Learning in High Dimension},
booktitle = {International Symposium on Reliable Distributed Systems, {SRDS} 2020,
Shanghai, China, September 21-24, 2020},
pages = {71--80},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SRDS51746.2020.00015},
doi = {10.1109/SRDS51746.2020.00015},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/srds/El-MhamdiGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00010,
author = {El{-}Mahdi El{-}Mhamdi and
Rachid Guerraoui and
S{\'{e}}bastien Rouault},
title = {Distributed Momentum for Byzantine-resilient Learning},
journal = {CoRR},
volume = {abs/2003.00010},
year = {2020},
url = {https://arxiv.org/abs/2003.00010},
eprinttype = {arXiv},
eprint = {2003.00010},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04720,
author = {Andrei Kucharavy and
El Mahdi El Mhamdi and
Rachid Guerraoui},
title = {Host-Pathongen Co-evolution Inspired Algorithm Enables Robust {GAN}
Training},
journal = {CoRR},
volume = {abs/2006.04720},
year = {2020},
url = {https://arxiv.org/abs/2006.04720},
eprinttype = {arXiv},
eprint = {2006.04720},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00742,
author = {El{-}Mahdi El{-}Mhamdi and
Sadegh Farhadkhani and
Rachid Guerraoui and
Arsany Guirguis and
L{\^{e}} Nguy{\^{e}}n Hoang and
S{\'{e}}bastien Rouault},
title = {Collaborative Learning as an Agreement Problem},
journal = {CoRR},
volume = {abs/2008.00742},
year = {2020},
url = {https://arxiv.org/abs/2008.00742},
eprinttype = {arXiv},
eprint = {2008.00742},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05888,
author = {El{-}Mahdi El{-}Mhamdi and
Rachid Guerraoui and
Arsany Guirguis and
S{\'{e}}bastien Rouault},
title = {Garfield: System Support for Byzantine Machine Learning},
journal = {CoRR},
volume = {abs/2010.05888},
year = {2020},
url = {https://arxiv.org/abs/2010.05888},
eprinttype = {arXiv},
eprint = {2010.05888},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eatcs/MhamdiGMT19,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
Alexandre Maurer and
Vladislav Tempez},
title = {Exploring the Borderlands of the Gathering Problem},
journal = {Bull. {EATCS}},
volume = {129},
year = {2019},
url = {http://bulletin.eatcs.org/index.php/beatcs/article/view/593/602},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eatcs/MhamdiGMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/DamaskinosEGGR19,
author = {Georgios Damaskinos and
El{-}Mahdi El{-}Mhamdi and
Rachid Guerraoui and
Arsany Guirguis and
S{\'{e}}bastien Rouault},
editor = {Ameet Talwalkar and
Virginia Smith and
Matei Zaharia},
title = {{AGGREGATHOR:} Byzantine Machine Learning via Robust Gradient Aggregation},
booktitle = {Proceedings of the Second Conference on Machine Learning and Systems,
SysML 2019, Stanford, CA, USA, March 31 - April 2, 2019},
publisher = {mlsys.org},
year = {2019},
url = {https://proceedings.mlsys.org/paper\_files/paper/2019/hash/2f9b1b6b29361118f630783c19891ea0-Abstract.html},
timestamp = {Fri, 28 Jun 2024 10:42:01 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/DamaskinosEGGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01686,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
Sergei Volodin},
title = {Fatal Brain Damage},
journal = {CoRR},
volume = {abs/1902.01686},
year = {2019},
url = {http://arxiv.org/abs/1902.01686},
eprinttype = {arXiv},
eprint = {1902.01686},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03853,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
Arsany Guirguis and
S{\'{e}}bastien Rouault},
title = {{SGD:} Decentralized Byzantine Resilience},
journal = {CoRR},
volume = {abs/1905.03853},
year = {2019},
url = {http://arxiv.org/abs/1905.03853},
eprinttype = {arXiv},
eprint = {1905.03853},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04374,
author = {El{-}Mahdi El{-}Mhamdi and
Rachid Guerraoui},
title = {Fast and Secure Distributed Learning in High Dimension},
journal = {CoRR},
volume = {abs/1905.04374},
year = {2019},
url = {http://arxiv.org/abs/1905.04374},
eprinttype = {arXiv},
eprint = {1905.04374},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DamaskinosMGPT18,
author = {Georgios Damaskinos and
El Mahdi El Mhamdi and
Rachid Guerraoui and
Rhicheek Patra and
Mahsa Taziki},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Asynchronous Byzantine Machine Learning (the case of {SGD)}},
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 = {1153--1162},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/damaskinos18a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DamaskinosMGPT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MhamdiGR18,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
S{\'{e}}bastien Rouault},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {The Hidden Vulnerability of Distributed Learning in Byzantium},
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 = {3518--3527},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/mhamdi18a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MhamdiGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07834,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
Alexandre Maurer and
Vladislav Tempez},
title = {Learning to Gather without Communication},
journal = {CoRR},
volume = {abs/1802.07834},
year = {2018},
url = {http://arxiv.org/abs/1802.07834},
eprinttype = {arXiv},
eprint = {1802.07834},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07927,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
S{\'{e}}bastien Rouault},
title = {The Hidden Vulnerability of Distributed Learning in Byzantium},
journal = {CoRR},
volume = {abs/1802.07927},
year = {2018},
url = {http://arxiv.org/abs/1802.07927},
eprinttype = {arXiv},
eprint = {1802.07927},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07928,
author = {Georgios Damaskinos and
El Mahdi El Mhamdi and
Rachid Guerraoui and
Rhicheek Patra and
Mahsa Taziki},
title = {Asynchronous Byzantine Machine Learning},
journal = {CoRR},
volume = {abs/1802.07928},
year = {2018},
url = {http://arxiv.org/abs/1802.07928},
eprinttype = {arXiv},
eprint = {1802.07928},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11447,
author = {C. Henrik {\AA}slund and
El Mahdi El Mhamdi and
Rachid Guerraoui and
Alexandre Maurer},
title = {Virtuously Safe Reinforcement Learning},
journal = {CoRR},
volume = {abs/1805.11447},
year = {2018},
url = {http://arxiv.org/abs/1805.11447},
eprinttype = {arXiv},
eprint = {1805.11447},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02510,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
L{\^{e}} Nguy{\^{e}}n Hoang and
Alexandre Maurer},
title = {Removing Algorithmic Discrimination (With Minimal Individual Error)},
journal = {CoRR},
volume = {abs/1806.02510},
year = {2018},
url = {http://arxiv.org/abs/1806.02510},
eprinttype = {arXiv},
eprint = {1806.02510},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/MhamdiG17,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui},
title = {When Neurons Fail},
booktitle = {2017 {IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2017, Orlando, FL, USA, May 29 - June 2, 2017},
pages = {1028--1037},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/IPDPS.2017.66},
doi = {10.1109/IPDPS.2017.66},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/MhamdiG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BlanchardMGS17,
author = {Peva Blanchard and
El Mahdi El Mhamdi and
Rachid Guerraoui and
Julien Stainer},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {119--129},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/f4b9ec30ad9f68f89b29639786cb62ef-Abstract.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BlanchardMGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MhamdiGHM17,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
Hadrien Hendrikx and
Alexandre Maurer},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {130--140},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/812b4ba287f5ee0bc9d43bbf5bbe87fb-Abstract.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MhamdiGHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/podc/BlanchardMGS17,
author = {Peva Blanchard and
El Mahdi El Mhamdi and
Rachid Guerraoui and
Julien Stainer},
editor = {Elad Michael Schiller and
Alexander A. Schwarzmann},
title = {Brief Announcement: Byzantine-Tolerant Machine Learning},
booktitle = {Proceedings of the {ACM} Symposium on Principles of Distributed Computing,
{PODC} 2017, Washington, DC, USA, July 25-27, 2017},
pages = {455--457},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3087801.3087861},
doi = {10.1145/3087801.3087861},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/podc/BlanchardMGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srds/MhamdiGR17,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
S{\'{e}}bastien Rouault},
title = {On the Robustness of a Neural Network},
booktitle = {36th {IEEE} Symposium on Reliable Distributed Systems, {SRDS} 2017,
Hong Kong, Hong Kong, September 26-29, 2017},
pages = {84--93},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/SRDS.2017.21},
doi = {10.1109/SRDS.2017.21},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/srds/MhamdiGR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BlanchardMGS17,
author = {Peva Blanchard and
El Mahdi El Mhamdi and
Rachid Guerraoui and
Julien Stainer},
title = {Byzantine-Tolerant Machine Learning},
journal = {CoRR},
volume = {abs/1703.02757},
year = {2017},
url = {http://arxiv.org/abs/1703.02757},
eprinttype = {arXiv},
eprint = {1703.02757},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BlanchardMGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MhamdiGHM17,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
Hadrien Hendrikx and
Alexandre Maurer},
title = {Can AIs learn to avoid human interruption?},
journal = {CoRR},
volume = {abs/1704.02882},
year = {2017},
url = {http://arxiv.org/abs/1704.02882},
eprinttype = {arXiv},
eprint = {1704.02882},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MhamdiGHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MhamdiG17,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui},
title = {When Neurons Fail},
journal = {CoRR},
volume = {abs/1706.08884},
year = {2017},
url = {http://arxiv.org/abs/1706.08884},
eprinttype = {arXiv},
eprint = {1706.08884},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MhamdiG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MhamdiGR17,
author = {El Mahdi El Mhamdi and
Rachid Guerraoui and
S{\'{e}}bastien Rouault},
title = {On The Robustness of a Neural Network},
journal = {CoRR},
volume = {abs/1707.08167},
year = {2017},
url = {http://arxiv.org/abs/1707.08167},
eprinttype = {arXiv},
eprint = {1707.08167},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MhamdiGR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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