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3 videos
Gérard Ben Arous : Random Matrices and Dynamics of Optimization in Very High Dimensions
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Videos linked to stochastic gradient descent
01:51:35
published on
March 27, 2024
Random Matrices and Dynamics of Optimization in Very High Dimensions (3/4)
By Gérard Ben Arous
02:03:02
published on
March 25, 2024
Random Matrices and Dynamics of Optimization in Very High Dimensions (1/4)
By Gérard Ben Arous
47:22
published on
November 10, 2022
Non-convex SGD and Lojasiewicz-type conditions for deep learning
By Kevin Scaman
44:42
published on
May 9, 2019
Optimal machine learning with stochastic projections and regularization
By Lorenzo Rosasco
59:26
published on
March 28, 2016
Generalization properties of multiple passes stochastic gradient method
By Silvia Villa
02:05:06
Random Matrices and Dynamics of Optimization in Very High Dimensions (2/4)
By Gérard Ben Arous
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