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FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare SettingsNeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers
hal-03900026v1
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Block-Coordinate Frank-Wolfe Optimization for Structural SVMsICML 2013 International Conference on Machine Learning, Jun 2013, Atlanta, United States. pp.53-61
Conference papers
hal-00720158v1
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On the Global Linear Convergence of Frank-Wolfe Optimization VariantsNIPS 2015 - Advances in Neural Information Processing Systems 28, Dec 2015, Montreal, Canada
Conference papers
hal-01248675v1
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Beyond spectral gap (extended): The role of the topology in decentralized learning2023
Preprints, Working Papers, ...
hal-04107280v1
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An Optimal Affine Invariant Smooth Minimization Algorithm2013
Preprints, Working Papers, ...
hal-00907547v1
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Optimal Affine-Invariant Smooth Minimization AlgorithmsSIAM Journal on Optimization, 2018, 28 (3), pp.2384 - 2405. ⟨10.1137/17M1116842⟩
Journal articles
hal-01927392v1
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Unsupervised Scalable Representation Learning for Multivariate Time SeriesHanna Wallach; Hugo Larochelle; Alina Beygelzimer; Florence d'Alché-Buc; Emily Fox; Roman Garnett. Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. Curran Associates, Inc., 32, Advances in Neural Information Processing Systems
Poster communications
hal-02320167v2
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Unsupervised Scalable Representation Learning for Multivariate Time SeriesThirty-third Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, Dec 2019, Vancouver, Canada. pp.4650--4661
Conference papers
hal-01998101v4
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Advances and Open Problems in Federated LearningFoundations and Trends in Machine Learning, 2021, 14 (1-2), pp.1-210
Journal articles
hal-02406503v2
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