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Aaron Mishkin
Aaron Mishkin
PhD Student, Stanford University
Adresse e-mail validée de cs.stanford.edu - Page d'accueil
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Painless stochastic gradient: Interpolation, line-search, and convergence rates
S Vaswani, A Mishkin, I Laradji, M Schmidt, G Gidel, S Lacoste-Julien
Advances in neural information processing systems 32, 2019
1132019
Slang: Fast structured covariance approximations for bayesian deep learning with natural gradient
A Mishkin, F Kunstner, D Nielsen, M Schmidt, ME Khan
Advances in Neural Information Processing Systems 31, 2018
412018
To each optimizer a norm, to each norm its generalization
S Vaswani, R Babanezhad, J Gallego, A Mishkin, S Lacoste-Julien, ...
arXiv preprint arXiv:2006.06821, 2020
42020
Interpolation, Growth Conditions, and Stochastic Gradient Descent
A Mishkin
University of British Columbia, 2020
12020
Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions
A Mishkin, A Sahiner, M Pilanci
arXiv preprint arXiv:2202.01331, 2022
2022
How to make your optimizer generalize better
S Vaswani, R Babenzhad, J Gallego, A Mishkin, S Lacoste-Julien, ...
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