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authFullName_s : Martin Jaggi

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings

Jean Ogier Du Terrail , Samy-Safwan Ayed , Edwige Cyffers , Felix Grimberg , Chaoyang He et al.
NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers hal-03900026v1

Block-Coordinate Frank-Wolfe Optimization for Structural SVMs

Simon Lacoste-Julien , Martin Jaggi , Mark Schmidt , Patrick Pletscher
ICML 2013 International Conference on Machine Learning, Jun 2013, Atlanta, United States. pp.53-61
Conference papers hal-00720158v1

On the Global Linear Convergence of Frank-Wolfe Optimization Variants

Simon Lacoste-Julien , Martin Jaggi
NIPS 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 learning

Thijs Vogels , Hadrien Hendrikx , Martin Jaggi
2023
Preprints, Working Papers, ... hal-04107280v1

An Optimal Affine Invariant Smooth Minimization Algorithm

Alexandre d'Aspremont , Cristóbal Guzmán , Martin Jaggi
2013
Preprints, Working Papers, ... hal-00907547v1

Optimal Affine-Invariant Smooth Minimization Algorithms

Alexandre d'Aspremont , Cristobal Guzman , Martin Jaggi
SIAM Journal on Optimization, 2018, 28 (3), pp.2384 - 2405. ⟨10.1137/17M1116842⟩
Journal articles hal-01927392v1
Image document

Unsupervised Scalable Representation Learning for Multivariate Time Series

Jean-Yves Franceschi , Aymeric Dieuleveut , Martin Jaggi
Hanna 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
Image document

Unsupervised Scalable Representation Learning for Multivariate Time Series

Jean-Yves Franceschi , Aymeric Dieuleveut , Martin Jaggi
Thirty-third Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, Dec 2019, Vancouver, Canada. pp.4650--4661
Conference papers hal-01998101v4
Image document

Advances and Open Problems in Federated Learning

Peter Kairouz , Brendan H. Mcmahan , Brendan Avent , Aurélien Bellet , Mehdi Bennis et al.
Foundations and Trends in Machine Learning, 2021, 14 (1-2), pp.1-210
Journal articles hal-02406503v2