Samuel Vaiter

Samuel Vaiter

French National Centre for Scientific Research - Paris / France
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 916064
Centre National de la Recherche Scientifique CNRS
person_outline Samuel Vaiter's MOST POPULAR ARTICLES
1-) Robust sparse analysis regularization IEEE Transactions on Information Theory 59 (4), 2001–2016, 2013
2-) Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection SIAM Journal on Imaging Sciences 7 (4), 2448-2487, 2014
3-) A framework for bilevel optimization that enables stochastic and global variance reduction algorithms Advances in Neural Information Processing Systems 35, 26698-26710, 2022
4-) Convergence and stability of graph convolutional networks on large random graphs Advances in Neural Information Processing Systems 33, 21512-21523, 2020
5-) Implicit differentiation of lasso-type models for hyperparameter optimization International Conference on Machine Learning, 810-821, 2020