IdePHICS Lab
- 20 followers
- Lausanne, Switzerland
- https://www.epfl.ch/labs/idephics/
- @idephics
- florent.krzakala@epfl.ch
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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
Repositories
- consistent-adversarial Public
- Neural-LoFi-Theory Public
- adversarial-geometry Public
- FundamentalLearningEPFL Public
GitHub repository for the course EE411: Fundamental of Inference and Learning
- NeuralSpreadingInference Public
Repository contaning the notebooks and codes to reproduce the results presented in the paper: "Inference in Spreading Processes with Neural-Network Priors"
- Repetita-Iuvant Public
Repository for the paper: "Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions". https://arxiv.org/pdf/2405.15459.
- Sequence-Single-Index Public
- Adversarial-Setting Public
- ComputationalDepth Public
This repository contains the code for the paper "The Computational Advantage of Depth: Learning High-Dimensional Hierarchical Functions with Gradient Descent"
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