Repositories list

• maximum-avg-subtensors

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Jun 18, 2025Jun 18, 2025

• dataset-distillation-memorization

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Jun 17, 2025Jun 17, 2025

• quenches-sk

  Public
  Jupyter Notebook

  •1•1•0•0•Updated Jun 13, 2025Jun 13, 2025

• Maximum-Average-Submatrix

  Public
  Code for the RS and 1-RSB solution of the maximum-average submatrix problem

  Jupyter Notebook

  •1•1•0•0•Updated Jun 13, 2025Jun 13, 2025

• ConformalAmp.jl

  Public
  Code for the paper "Building Conformal Prediction Intervals with Approximate Message Passing"

  Julia

  •0•0•0•0•Updated Jun 10, 2025Jun 10, 2025

• ExtensiveRankAttention

  Public
  Code repository for "Bayes optimal learning of attention-indexed models"

  Jupyter Notebook

  •0•0•0•0•Updated Jun 2, 2025Jun 2, 2025

• OverparametrisedNet

  Public
  Code repository for the paper "The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks"

  Jupyter Notebook

  •1•0•0•0•Updated May 23, 2025May 23, 2025

• RBM_asymptotics

  Public
  Jupyter Notebook

  •1•1•0•0•Updated May 22, 2025May 22, 2025

• SequenceIndexModels

  Public
  Code repository for the "Fundamental limits of learning in sequence multi-index models and deep attention networks: High-dimensional asymptotics and sharp thresholds" paper

  Jupyter Notebook

  •1•0•0•0•Updated Jan 31, 2025Jan 31, 2025

• phys-231-exercises

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Jan 23, 2025Jan 23, 2025

• Diffusion_GMM

  Public
  Repo for the paper : Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity

  Jupyter Notebook

  •0•0•0•0•Updated Jan 20, 2025Jan 20, 2025

• BootstrapAsymptotics

  Public
  Code for the paper "Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression"

  Jupyter Notebook

  •0•0•0•0•Updated Jan 5, 2025Jan 5, 2025

• StochasticBlockModelVariants.jl

  Public
  Simulation and inference for contextual and neural SBMs

  graphsjuliasbm+ 3stochastic-block-modelbelief-propagationapproximate-message-passing

  Julia

  •

  MIT License

  •0•0•0•2•Updated Nov 18, 2024Nov 18, 2024

• bilinear-sequence-regression

  Public
  Code for the paper "Bilinear Sequence Regression: Model for Learning from Long Sequences of High-dimensional Tokens"

  Jupyter Notebook

  •2•5•1•0•Updated Oct 31, 2024Oct 31, 2024

• counting-attention

  Public
  Jupyter Notebook

  •2•3•0•0•Updated Oct 8, 2024Oct 8, 2024

• phys-467-exercises

  Public
  Collection of exercises of the Machine learning for physicists course

  Jupyter Notebook

  •0•1•0•0•Updated Sep 12, 2024Sep 12, 2024

• bpepi

  Public
  Belief Propagation EPidemic Inference [bpepi]

  Python

  •

  Apache License 2.0

  •0•0•1•0•Updated Aug 20, 2024Aug 20, 2024

• ExtensiveWidthQuadraticSamples

  Public
  Code repository for the paper "Bayes-optimal learning of an extensive-width neural network from quadratically many samples"

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •1•2•0•0•Updated Aug 7, 2024Aug 7, 2024

• fixed_points_graph_CA

  Public
  Jupyter Notebook

  •

  MIT License

  •1•0•0•0•Updated Jun 13, 2024Jun 13, 2024

• numerics_integer_traffic_assignment

  Public
  0•0•0•0•Updated Jun 12, 2024Jun 12, 2024

• OneStepGD_asymptotics

  Public
  code for Asymptotics of feature learning in two-layer networks after one gradient-step

  Jupyter Notebook

  •1•1•0•0•Updated May 27, 2024May 27, 2024

• FundamentalLimitsMultiIndex

  Public
  Code repository for the paper: "Fundamental limits of weak learnability in high-dimensional multi-index models"

  Python

  •1•2•0•0•Updated May 24, 2024May 24, 2024

• algorithms_integer_traffic_assignment

  Public
  Jupyter Notebook

  •1•0•0•0•Updated May 10, 2024May 10, 2024

• double_descent_uncertainty

  Public
  Companion repository for the paper "On double-descent in uncertainty quantification in overparametrized models"

  Jupyter Notebook

  •1•2•0•0•Updated Mar 15, 2024Mar 15, 2024

• positional-and-semantic-attention

  Public
  Jupyter Notebook

  •3•6•1•0•Updated Feb 6, 2024Feb 6, 2024

• dynamical-phase-transitions-GCAs

  Public
  Python

  •0•0•0•0•Updated Oct 24, 2023Oct 24, 2023

• DAE

  Public
  Repository for the paper "High Dimensional Asymptotics of Denoising Autoencoders"

  Jupyter Notebook

  •1•0•0•0•Updated Oct 19, 2023Oct 19, 2023

• expectation-consistency

  Public
  Code to compare variants of temperature scaling

  Python

  •3•2•0•0•Updated Jul 12, 2023Jul 12, 2023

• Kernel_classification

  Public
  Python

  •0•0•0•0•Updated Jun 23, 2023Jun 23, 2023

• gibbs-sampler-neural-networks

  Public
  Gibbs sampler for neural network posteriors

  Jupyter Notebook

  •

  Apache License 2.0

  •2•3•0•0•Updated Jun 8, 2023Jun 8, 2023