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Loucas Pillaud-Vivien
Flatiron Institute - New York / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 5172908
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Loucas Pillaud-Vivien's MOST POPULAR ARTICLES
1-)
Statistical optimality of stochastic gradient descent on hard learning problems through multiple passesL Pillaud-Vivien, A Rudi, F BachAdvances in Neural Information Processing Systems 31, 2018942018
2-)
Implicit bias of sgd for diagonal linear networks: a provable benefit of stochasticityS Pesme, L Pillaud-Vivien, N FlammarionAdvances in Neural Information Processing Systems 34, 2021822021
3-)
Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputsE Boursier, L Pillaud-Vivien, N FlammarionAdvances in Neural Information Processing Systems 35, 2022412022
4-)
Sgd with large step sizes learns sparse featuresM Andriushchenko, AV Varre, L Pillaud-Vivien, N FlammarionInternational Conference on Machine Learning, 2023492023
5-)
Last iterate convergence of SGD for Least-Squares in the Interpolation regime.AV Varre, L Pillaud-Vivien, N FlammarionAdvances in Neural Information Processing Systems 34, 2021352021
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