BibTeX records: Kevin Scaman

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@article{DBLP:journals/corr/abs-2301-08117,
  author       = {David A. R. Robin and
                  Kevin Scaman and
                  Marc Lelarge},
  title        = {Convergence beyond the over-parameterized regime using Rayleigh quotients},
  journal      = {CoRR},
  volume       = {abs/2301.08117},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.08117},
  doi          = {10.48550/ARXIV.2301.08117},
  eprinttype    = {arXiv},
  eprint       = {2301.08117},
  timestamp    = {Thu, 26 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-08117.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11017,
  author       = {Kevin Scaman},
  title        = {Breaking the Log Barrier: a Novel Universal Restart Strategy for Faster
                  Las Vegas Algorithms},
  journal      = {CoRR},
  volume       = {abs/2304.11017},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.11017},
  doi          = {10.48550/ARXIV.2304.11017},
  eprinttype    = {arXiv},
  eprint       = {2304.11017},
  timestamp    = {Tue, 02 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-11017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04679,
  author       = {Kevin Scaman and
                  Mathieu Even and
                  Laurent Massouli{\'{e}}},
  title        = {Generalization Error of First-Order Methods for Statistical Learning
                  with Generic Oracles},
  journal      = {CoRR},
  volume       = {abs/2307.04679},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.04679},
  doi          = {10.48550/ARXIV.2307.04679},
  eprinttype    = {arXiv},
  eprint       = {2307.04679},
  timestamp    = {Mon, 24 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-04679.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalherbeS22,
  author       = {C{\'{e}}dric Malherbe and
                  Kevin Scaman},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Robustness in Multi-Objective Submodular Optimization: a Quantile
                  Approach},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {14871--14886},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/malherbe22a.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MalherbeS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScamanMS22,
  author       = {Kevin Scaman and
                  C{\'{e}}dric Malherbe and
                  Ludovic Dos Santos},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Convergence Rates of Non-Convex Stochastic Gradient Descent Under
                  a Generic Lojasiewicz Condition and Local Smoothness},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {19310--19327},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/scaman22a.html},
  timestamp    = {Tue, 12 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ScamanMS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/neurreps/RobinSL22,
  author       = {David A. R. Robin and
                  Kevin Scaman and
                  Marc Lelarge},
  editor       = {Sophia Sanborn and
                  Christian Shewmake and
                  Simone Azeglio and
                  Arianna Di Bernardo and
                  Nina Miolane},
  title        = {Periodic signal recovery with regularized sine neural networks},
  booktitle    = {NeurIPS Workshop on Symmetry and Geometry in Neural Representations,
                  03 December 2022, New Orleans, Lousiana, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {197},
  pages        = {98--110},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v197/robin23a.html},
  timestamp    = {Tue, 05 Sep 2023 17:08:45 +0200},
  biburl       = {https://dblp.org/rec/conf/neurreps/RobinSL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EvenMS22,
  author       = {Mathieu Even and
                  Laurent Massouli{\'{e}} and
                  Kevin Scaman},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {On Sample Optimality in Personalized Collaborative and Federated Learning},
  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/01cea7793f3c68af2e4989fc66bf8fb0-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/EvenMS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RobinSL22,
  author       = {David A. R. Robin and
                  Kevin Scaman and
                  Marc Lelarge},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Convergence beyond the over-parameterized regime using Rayleigh quotients},
  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/45d74e190008c7bff2845ffc8e3facd3-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/RobinSL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasoulasNSVV21,
  author       = {George Dasoulas and
                  Giannis Nikolentzos and
                  Kevin Scaman and
                  Aladin Virmaux and
                  Michalis Vazirgiannis},
  title        = {Ego-Based Entropy Measures for Structural Representations on Graphs},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
                  {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
  pages        = {3210--3214},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICASSP39728.2021.9414279},
  doi          = {10.1109/ICASSP39728.2021.9414279},
  timestamp    = {Thu, 08 Jul 2021 17:12:48 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/DasoulasNSVV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasoulasSV21,
  author       = {George Dasoulas and
                  Kevin Scaman and
                  Aladin Virmaux},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Lipschitz normalization for self-attention layers with application
                  to graph neural networks},
  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        = {2456--2466},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/dasoulas21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/DasoulasSV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DurmusMNSSW21,
  author       = {Alain Durmus and
                  Eric Moulines and
                  Alexey Naumov and
                  Sergey Samsonov and
                  Kevin Scaman and
                  Hoi{-}To Wai},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Tight High Probability Bounds for Linear Stochastic Approximation
                  with Fixed Stepsize},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {30063--30074},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/fc95fa5740ba01a870cfa52f671fe1e4-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/DurmusMNSSW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08735,
  author       = {George Dasoulas and
                  Giannis Nikolentzos and
                  Kevin Scaman and
                  Aladin Virmaux and
                  Michalis Vazirgiannis},
  title        = {Ego-based Entropy Measures for Structural Representations on Graphs},
  journal      = {CoRR},
  volume       = {abs/2102.08735},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.08735},
  eprinttype    = {arXiv},
  eprint       = {2102.08735},
  timestamp    = {Fri, 19 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-08735.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09012,
  author       = {Avery Ma and
                  Aladin Virmaux and
                  Kevin Scaman and
                  Juwei Lu},
  title        = {Improving Hierarchical Adversarial Robustness of Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2102.09012},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.09012},
  eprinttype    = {arXiv},
  eprint       = {2102.09012},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-09012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04886,
  author       = {George Dasoulas and
                  Kevin Scaman and
                  Aladin Virmaux},
  title        = {Lipschitz Normalization for Self-Attention Layers with Application
                  to Graph Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2103.04886},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.04886},
  eprinttype    = {arXiv},
  eprint       = {2103.04886},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-04886.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01257,
  author       = {Alain Durmus and
                  Eric Moulines and
                  Alexey Naumov and
                  Sergey Samsonov and
                  Kevin Scaman and
                  Hoi{-}To Wai},
  title        = {Tight High Probability Bounds for Linear Stochastic Approximation
                  with Fixed Stepsize},
  journal      = {CoRR},
  volume       = {abs/2106.01257},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.01257},
  eprinttype    = {arXiv},
  eprint       = {2106.01257},
  timestamp    = {Fri, 11 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-01257.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DasoulasSSV20,
  author       = {George Dasoulas and
                  Ludovic Dos Santos and
                  Kevin Scaman and
                  Aladin Virmaux},
  editor       = {Christian Bessiere},
  title        = {Coloring Graph Neural Networks for Node Disambiguation},
  booktitle    = {Proceedings of the Twenty-Ninth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2020},
  pages        = {2126--2132},
  publisher    = {ijcai.org},
  year         = {2020},
  url          = {https://doi.org/10.24963/ijcai.2020/294},
  doi          = {10.24963/IJCAI.2020/294},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/DasoulasSSV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScamanM20,
  author       = {Kevin Scaman and
                  C{\'{e}}dric Malherbe},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Robustness Analysis of Non-Convex Stochastic Gradient Descent using
                  Biased Expectations},
  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/bd4d08cd70f4be1982372107b3b448ef-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ScamanM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScamanSBC20,
  author       = {Kevin Scaman and
                  Ludovic Dos Santos and
                  Merwan Barlier and
                  Igor Colin},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {A Simple and Efficient Smoothing Method for Faster Optimization and
                  Local Exploration},
  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/481d462e46c2ab976294271a175b8929-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ScamanSBC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00553,
  author       = {George Dasoulas and
                  Giannis Nikolentzos and
                  Kevin Scaman and
                  Aladin Virmaux and
                  Michalis Vazirgiannis},
  title        = {Ego-based Entropy Measures for Structural Representations},
  journal      = {CoRR},
  volume       = {abs/2003.00553},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.00553},
  eprinttype    = {arXiv},
  eprint       = {2003.00553},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-00553.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ScamanBBLM19,
  author       = {Kevin Scaman and
                  Francis R. Bach and
                  S{\'{e}}bastien Bubeck and
                  Yin Tat Lee and
                  Laurent Massouli{\'{e}}},
  title        = {Optimal Convergence Rates for Convex Distributed Optimization in Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {20},
  pages        = {159:1--159:31},
  year         = {2019},
  url          = {http://jmlr.org/papers/v20/19-543.html},
  timestamp    = {Mon, 09 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ScamanBBLM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ColinSS19,
  author       = {Igor Colin and
                  Ludovic Dos Santos and
                  Kevin Scaman},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Theoretical Limits of Pipeline Parallel Optimization and Application
                  to Distributed Deep Learning},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {12350--12359},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/f29e2360ef277f77595dfae0aab78138-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ColinSS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05104,
  author       = {Igor Colin and
                  Ludovic Dos Santos and
                  Kevin Scaman},
  title        = {Theoretical Limits of Pipeline Parallel Optimization and Application
                  to Distributed Deep Learning},
  journal      = {CoRR},
  volume       = {abs/1910.05104},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.05104},
  eprinttype    = {arXiv},
  eprint       = {1910.05104},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-05104.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06058,
  author       = {George Dasoulas and
                  Ludovic Dos Santos and
                  Kevin Scaman and
                  Aladin Virmaux},
  title        = {Coloring graph neural networks for node disambiguation},
  journal      = {CoRR},
  volume       = {abs/1912.06058},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.06058},
  eprinttype    = {arXiv},
  eprint       = {1912.06058},
  timestamp    = {Thu, 02 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-06058.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScamanBBML18,
  author       = {Kevin Scaman and
                  Francis R. Bach and
                  S{\'{e}}bastien Bubeck and
                  Laurent Massouli{\'{e}} and
                  Yin Tat Lee},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Optimal Algorithms for Non-Smooth Distributed Optimization in Networks},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {2745--2754},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/8fb21ee7a2207526da55a679f0332de2-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ScamanBBML18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VirmauxS18,
  author       = {Aladin Virmaux and
                  Kevin Scaman},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Lipschitz regularity of deep neural networks: analysis and efficient
                  estimation},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {3839--3848},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/d54e99a6c03704e95e6965532dec148b-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/VirmauxS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DraiefKSV18,
  author       = {Moez Draief and
                  Konstantin Kutzkov and
                  Kevin Scaman and
                  Milan Vojnovic},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {{KONG:} Kernels for ordered-neighborhood graphs},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {4055--4064},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/d0fb963ff976f9c37fc81fe03c21ea7b-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/DraiefKSV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10014,
  author       = {Moez Draief and
                  Konstantin Kutzkov and
                  Kevin Scaman and
                  Milan Vojnovic},
  title        = {{KONG:} Kernels for ordered-neighborhood graphs},
  journal      = {CoRR},
  volume       = {abs/1805.10014},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.10014},
  eprinttype    = {arXiv},
  eprint       = {1805.10014},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-10014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10965,
  author       = {Kevin Scaman and
                  Aladin Virmaux},
  title        = {Lipschitz regularity of deep neural networks: analysis and efficient
                  estimation},
  journal      = {CoRR},
  volume       = {abs/1805.10965},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.10965},
  eprinttype    = {arXiv},
  eprint       = {1805.10965},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-10965.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LemonnierSK17,
  author       = {R{\'{e}}mi Lemonnier and
                  Kevin Scaman and
                  Argyris Kalogeratos},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {Multivariate Hawkes Processes for Large-Scale Inference},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {2168--2174},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10846},
  doi          = {10.1609/AAAI.V31I1.10846},
  timestamp    = {Mon, 04 Sep 2023 14:40:32 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LemonnierSK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScamanBBLM17,
  author       = {Kevin Scaman and
                  Francis R. Bach and
                  S{\'{e}}bastien Bubeck and
                  Yin Tat Lee and
                  Laurent Massouli{\'{e}}},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization
                  in Networks},
  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        = {3027--3036},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/scaman17a.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ScamanBBLM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05231,
  author       = {Kevin Scaman and
                  Argyris Kalogeratos and
                  Luca Corinzia and
                  Nicolas Vayatis},
  title        = {A Spectral Method for Activity Shaping in Continuous-Time Information
                  Cascades},
  journal      = {CoRR},
  volume       = {abs/1709.05231},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.05231},
  eprinttype    = {arXiv},
  eprint       = {1709.05231},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-05231.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/ScamanKV16,
  author       = {Kevin Scaman and
                  Argyris Kalogeratos and
                  Nicolas Vayatis},
  title        = {Suppressing Epidemics in Networks Using Priority Planning},
  journal      = {{IEEE} Trans. Netw. Sci. Eng.},
  volume       = {3},
  number       = {4},
  pages        = {271--285},
  year         = {2016},
  url          = {https://doi.org/10.1109/TNSE.2016.2600029},
  doi          = {10.1109/TNSE.2016.2600029},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnse/ScamanKV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ScamanKV15,
  author       = {Kevin Scaman and
                  Argyris Kalogeratos and
                  Nicolas Vayatis},
  title        = {A Greedy Approach for Dynamic Control of Diffusion Processes in Networks},
  booktitle    = {27th {IEEE} International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2015, Vietri sul Mare, Italy, November 9-11, 2015},
  pages        = {652--659},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICTAI.2015.99},
  doi          = {10.1109/ICTAI.2015.99},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/ScamanKV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScamanLV15,
  author       = {Kevin Scaman and
                  R{\'{e}}mi Lemonnier and
                  Nicolas Vayatis},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Anytime Influence Bounds and the Explosive Behavior of Continuous-Time
                  Diffusion Networks},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {2026--2034},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/b24d516bb65a5a58079f0f3526c87c57-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ScamanLV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LemonnierSV14,
  author       = {R{\'{e}}mi Lemonnier and
                  Kevin Scaman and
                  Nicolas Vayatis},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Tight Bounds for Influence in Diffusion Networks and Application to
                  Bond Percolation and Epidemiology},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {846--854},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/1bb91f73e9d31ea2830a5e73ce3ed328-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LemonnierSV14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LemonnierSV14,
  author       = {R{\'{e}}mi Lemonnier and
                  Kevin Scaman and
                  Nicolas Vayatis},
  title        = {Tight Bounds for Influence in Diffusion Networks and Application to
                  Bond Percolation and Epidemiology},
  journal      = {CoRR},
  volume       = {abs/1407.4744},
  year         = {2014},
  url          = {http://arxiv.org/abs/1407.4744},
  eprinttype    = {arXiv},
  eprint       = {1407.4744},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LemonnierSV14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ScamanKV14,
  author       = {Kevin Scaman and
                  Argyris Kalogeratos and
                  Nicolas Vayatis},
  title        = {What Makes a Good Plan? An Efficient Planning Approach to Control
                  Diffusion Processes in Networks},
  journal      = {CoRR},
  volume       = {abs/1407.4760},
  year         = {2014},
  url          = {http://arxiv.org/abs/1407.4760},
  eprinttype    = {arXiv},
  eprint       = {1407.4760},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ScamanKV14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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