10 videos found 00:53:25 Self-play Algorithms for Math Theorem Proving 171views Machine Learning,Optimization for ML & AI Seminar Series 00:58:30 A non-equilibrium phase transition with broken ergodicity causes double descent & benign overfitting 199views Machine Learning,Optimization for ML & AI Seminar Series 00:56:52 A survey of the mixing times of the Proximal Sampler algorithm 181views Foundations,Optimization for ML & AI Seminar Series 00:56:00 Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent 217views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 01:00:42 (De)regularized Wasserstein Gradient Flows via Reproducing Kernels 203views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 00:55:51 Extended Convex Lifting for Policy Optimization in Control 102views Optimization for ML & AI Seminar Series 00:58:24 Randomized Linear Algebra with Subspace Injections 173views Foundations,Optimization for ML & AI Seminar Series 00:55:54 Stochastic-Gradient and Diagonal-Scaling Algorithms for Constrained Optimization and Learning 200views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 01:00:09 Training Neural Networks at Any Scale 154views Machine Learning,Optimization for ML & AI Seminar Series 00:54:16 High-dimensional Optimization with Applications to Compute-Optimal Neural Scaling Laws 205views Foundations,Machine Learning,Optimization for ML & AI Seminar Series,TILOS Seminar Series