Lenka Zdeborova: Algorithms in high-dimensional non-convex landscapes Published 2019-07-25 Download video MP4 360p Download video MP4 720p Recommendations 50:12 Quentin Berthet: Learning with differentiable perturbed optimizers 31:33 The Oldest Unsolved Problem in Math 58:44 Terence Tao: An integration approach to the Toeplitz square peg problem 09:14 AI for Science @EPFL | AMLD Keynote Session | Lenka Zdeborová 1:00:21 Simon Barthelmé: The Expectation-Propagation algorithm: a tutorial - Part 1 57:49 Tom Leinster : The categorical origins of entropy 16:31 The Impossibility of Perpetual Motion Machines 1:46:09 Håvard Rue: Bayesian computation with INLA 18:11 Elon Musk LEAKED 4 Reasons To Buy Tesla Optimus Bot Gen 2 in 2025, 4 Best Features As A HomeMaker! 16:38 Zvezda Circle Inversion 53:38 Jean-Pierre Serre: How to prove that Galois groups are "large" 15:57 France is AI 2018: Lenka Zdeborova - Statistical physics modelling of machine learning 2:34:10 Sophie Ricci: Data assimilation training course @ CEMRACS: Introduction and variantional algorithms 1:04:53 Lesson 02: Multiple Systems | Understanding Quantum Information & Computation 16:47 AI’s Hardware Problem 52:45 Lenka Zdeborová: "Understanding machine learning via exactly solvable statistical physics models" 2:01:05 Amir-Kian kashani-Poor: School on the Mathematics of Strings Theory : Introduction 1:00:28 Sudeep Kamath : Concentration of Measure - 1 03:34 Computational Sciences and Applied Math at Berkeley Lab 12:22 Is Most Published Research Wrong? Similar videos 1:00:56 Lenka Zdeborova - Insights on gradient-based algorithms in high-dimensional non-convex learning 1:18:41 Lenka Zdeborova - Insights on gradient based algorithms in high-dimensional non-convex optimization 1:00:05 Lenka Zdeborová, "What physics teaches us about computation in high dimensions" 1:28:48 Insights on gradient-based algorithms in high-dimensional learning 1:07:32 Lenka Zdeborova | What has statistical physics to say about machine learning? 43:33 MSML2020 Invited Talk by Prof. Lenka Zdeborová, CNRS France 1:14:26 "Statistical physics of artificial neural networks" by Prof. Lenka Zdeborova 20:24 Understanding the Dynamics of Multi-pass SGD in High Dimensional Non-convex Problems 30:59 Lenka Zdeborová - Analyzing performance of gradient-based algorithms 43:05 Analysing the gradient descent-based dynamics in complex landscapes 1:03:28 Statistical Physics and Computation in High Dimension 38:39 2019 MATH + X Symposium: Lenka Zdeborova 24:35 Statistical physics for machine learning | AI & Physics | Lenka Zdeborová 59:17 Lenka Zdeborova - Overparametrization: Insights from Solvable Models 55:16 Lenka Zdeborova (Institut De Physique Théorique) -- Understanding ML with statistical physics More results