Pinned Repositories
EPFLDoctoralLecture2023
Website for the EPFL course PHYS-642: Statistical Physics for Optimization and Learning
FundamentalLearningEPFL
GitHub repository for the course EE411: Fundamental of Inference and Learning
Repetita-Iuvant
Repository for the paper: "Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions".
batch-size-time-complexity-tradeoffs
Repository for the paper "Online Learning and Information Exponents: On The Importance of Batch size, and Time/Complexity Tradeoffs" [arXiv:2406.02157]
GiantStep
Repository for the paper "How Two-Layer Neural Networks Learn, One (Giant) Step at a Time" [https://arxiv.org/abs/2305.18270].
GaussianMixtureUniversality
Repository for the paper "Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation" [https://arxiv.org/abs/2302.08923].
SubspaceClustering
Repository for the paper "Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap" [https://arxiv.org/abs/2205.13527].
lucpoisson.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
ProbabilityStatisticsEE209
GitHub repository for the EPFL course EE-209.
largebatch-ss
lucpoisson's Repositories
lucpoisson/lucpoisson.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
lucpoisson/ProbabilityStatisticsEE209
GitHub repository for the EPFL course EE-209.
lucpoisson/GiantStep
Repository for the paper "How Two-Layer Neural Networks Learn, One (Giant) Step at a Time" [https://arxiv.org/abs/2305.18270].
lucpoisson/SubspaceClustering
Repository for the paper "Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap" [https://arxiv.org/abs/2205.13527].
lucpoisson/GaussianMixtureUniversality
Repository for the paper "Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation" [https://arxiv.org/abs/2302.08923].