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Videos linked to stochastic gradient descentMore +
![Exploring the High-dimensional Random Landscapes of Data Science (3/3)]()
01:41:01published on June 27, 2025Exploring the High-dimensional Random Landscapes of Data Science (3/3)
By Gérard Ben Arous
![Exploring the High-dimensional Random Landscapes of Data Science (2/3)]()
01:33:01published on June 24, 2025Exploring the High-dimensional Random Landscapes of Data Science (2/3)
By Gérard Ben Arous
![Exploring the High-dimensional Random Landscapes of Data Science (1/3)]()
01:33:13published on June 24, 2025Exploring the High-dimensional Random Landscapes of Data Science (1/3)
By Gérard Ben Arous
![Random Matrices and Dynamics of Optimization in Very High Dimensions (4/4)]()
01:34:21published on April 1, 2024Random Matrices and Dynamics of Optimization in Very High Dimensions (4/4)
By Gérard Ben Arous
![Random Matrices and Dynamics of Optimization in Very High Dimensions (3/4)]()
01:51:35published on March 27, 2024Random Matrices and Dynamics of Optimization in Very High Dimensions (3/4)
By Gérard Ben Arous
![Random Matrices and Dynamics of Optimization in Very High Dimensions (1/4)]()
02:03:02published on March 25, 2024Random Matrices and Dynamics of Optimization in Very High Dimensions (1/4)
By Gérard Ben Arous
![Non-convex SGD and Lojasiewicz-type conditions for deep learning]()
47:22published on November 10, 2022Non-convex SGD and Lojasiewicz-type conditions for deep learning
By Kevin Scaman
![Optimal machine learning with stochastic projections and regularization]()
44:42published on May 9, 2019Optimal machine learning with stochastic projections and regularization
By Lorenzo Rosasco
