IdePHICS Lab
- 17 followers
- Lausanne, Switzerland
- https://www.epfl.ch/labs/idephics/
- @idephics
- florent.krzakala@epfl.ch
Popular repositories Loading
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FundamentalLearningEPFL
FundamentalLearningEPFL PublicGitHub repository for the course EE411: Fundamental of Inference and Learning
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EPFLDoctoralLecture2023
EPFLDoctoralLecture2023 PublicWebsite for the EPFL course PHYS-642: Statistical Physics for Optimization and Learning
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GaussMixtureProject
GaussMixtureProject Public templateRepository of the "Learning Gaussian Mixtures with Generalised Linear Models: Precise Asymptotics in High-dimensions" Neurips submission
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Repositories
- Sequence-Single-Index Public
IdePHICS/Sequence-Single-Index’s past year of commit activity - Adversarial-Setting Public
IdePHICS/Adversarial-Setting’s past year of commit activity - ComputationalDepth Public
This repository contains the code for the paper "The Computational Advantage of Depth: Learning High-Dimensional Hierarchical Functions with Gradient Descent"
IdePHICS/ComputationalDepth’s past year of commit activity - Repetita-Iuvant Public
Repository for the paper: "Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions".
IdePHICS/Repetita-Iuvant’s past year of commit activity - FundamentalLearningEPFL Public
GitHub repository for the course EE411: Fundamental of Inference and Learning
IdePHICS/FundamentalLearningEPFL’s past year of commit activity - KernelRidgeCrossover Public
Repo for Generalization error rates in kernel regression : the crossover from the noiseless to the noisy regime (https://arxiv.org/abs/2105.15004)
IdePHICS/KernelRidgeCrossover’s past year of commit activity - batch-size-time-complexity-tradeoffs Public
Repository for the paper "Online Learning and Information Exponents: On The Importance of Batch size, and Time/Complexity Tradeoffs" [arXiv:2406.02157]
IdePHICS/batch-size-time-complexity-tradeoffs’s past year of commit activity - benefit-reusing-batch Public
IdePHICS/benefit-reusing-batch’s past year of commit activity - RobustRegression Public
IdePHICS/RobustRegression’s past year of commit activity
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