SPOC lab
- 32 followers
- Switzerland
- https://www.epfl.ch/labs/spoc/
Popular repositories Loading
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Rigorous-dynamical-mean-field-theory
Rigorous-dynamical-mean-field-theory PublicCode for "Rigorous dynamical mean field theory for stochastic gradient descent methods"
Python 5
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bilinear-sequence-regression
bilinear-sequence-regression PublicCode for the paper "Bilinear Sequence Regression: Model for Learning from Long Sequences of High-dimensional Tokens"
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gibbs-sampler-neural-networks
gibbs-sampler-neural-networks PublicGibbs sampler for neural network posteriors
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rectangular_RIE
rectangular_RIE PublicCode for reproducing the results in "Optimal denoising of rotationally invariant rectangular matrices"
Repositories
- maximum-avg-subtensors Public
SPOC-group/maximum-avg-subtensors’s past year of commit activity - quenches-sk Public
SPOC-group/quenches-sk’s past year of commit activity - Maximum-Average-Submatrix Public
Code for the RS and 1-RSB solution of the maximum-average submatrix problem
SPOC-group/Maximum-Average-Submatrix’s past year of commit activity - ConformalAmp.jl Public
Code for the paper "Building Conformal Prediction Intervals with Approximate Message Passing"
SPOC-group/ConformalAmp.jl’s past year of commit activity - ExtensiveRankAttention Public
Code repository for "Bayes optimal learning of attention-indexed models"
SPOC-group/ExtensiveRankAttention’s past year of commit activity - OverparametrisedNet Public
Code repository for the paper "The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks"
SPOC-group/OverparametrisedNet’s past year of commit activity - RBM_asymptotics Public
SPOC-group/RBM_asymptotics’s past year of commit activity - 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
SPOC-group/SequenceIndexModels’s past year of commit activity - phys-231-exercises Public
SPOC-group/phys-231-exercises’s past year of commit activity
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