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Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models (COLT) View | |
Phase retrieval in high dimensions: Statistical and computational phase transitions (ICTP Quantitative Life Sciences) View | |
Fundamental Limits of Weak Recovery with Applications to Phase Retrieval (COLT) View | |
MSML2020 Paper Presentation - Florent Krzakala (MSML2020Conference) View | |
Reconciling the double descent curve with older ideas (ICTP Quantitative Life Sciences) View | |
DNNs Are Effective At Learning High-Dimensional Hilbert-Valued Functions From Limited Data (MSML21) View | |
Progress and hurdles in the statistical mechanics of deep learning (ICTP Quantitative Life Sciences) View | |
France is AI 2018: Lenka Zdeborova - Statistical physics modelling of machine learning (France is AI) View | |
DR3: Value-Based Deep RL Requires Explicit Regularization (RAIL) View | |
Universal denoising and approximate message passing (Dror Baron) View |