Decentralized Frank–Wolfe algorithm for convex and nonconvex problems HT Wai, J Lafond, A Scaglione, E Moulines IEEE Transactions on Automatic Control 62 (11), 5522-5537, 2017 | 105 | 2017 |
Low rank matrix completion with exponential family noise J Lafond Conference on Learning Theory, 1224-1243, 2015 | 64 | 2015 |
On the online Frank-Wolfe algorithms for convex and non-convex optimizations J Lafond, HT Wai, E Moulines arXiv preprint arXiv:1510.01171, 2015 | 48* | 2015 |
Probabilistic low-rank matrix completion on finite alphabets J Lafond, O Klopp, E Moulines, J Salmon Advances in Neural Information Processing Systems 27, 2014 | 47 | 2014 |
Adaptive multinomial matrix completion O Klopp, J Lafond, É Moulines, J Salmon | 46 | 2015 |
D-FW: Communication efficient distributed algorithms for high-dimensional sparse optimization J Lafond, HT Wai, E Moulines 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 17 | 2016 |
Fast and privacy preserving distributed low-rank regression HT Wai, A Scaglione, J Lafond, E Moulines 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 16 | 2017 |
Diagonal rescaling for neural networks J Lafond, N Vasilache, L Bottou arXiv preprint arXiv:1705.09319, 2017 | 15 | 2017 |
A projection-free decentralized algorithm for non-convex optimization HT Wai, A Scaglione, J Lafond, E Moulines 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 13 | 2016 |
Decentralized projection-free optimization for convex and non-convex problems HT Wai, J Lafond, A Scaglione, E Moulines IEEE Transactions on Automatic Control, 2016 | 4 | 2016 |
About diagonal rescaling applied to neural nets J Lafond, N Vasilache, L Bottou ICML Workshop on Optimization Methods for the Next Generation of Machine …, 2016 | 2 | 2016 |
Non-convex optimization with Frank-Wolfe algorithm and its variants J Lafond, H Wai, E Moulines NeurIPS 2016 Workshop on Nonconvex Optimization for Machine Learning: Theory …, 2016 | 2 | 2016 |
Matrix completion: statistical and computational aspects J Lafond Université Paris-Saclay (ComUE), 2016 | | 2016 |
Complétion de matrice: aspects statistiques et computationnels J Lafond Université Paris Saclay (COmUE), 2016 | | 2016 |
Adaptive one-bit matrix completion J Salmon, J Lafond, O Klopp, É Moulines | | |