SPOC lab
- 23 followers
- Switzerland
- https://www.epfl.ch/labs/spoc/
Popular repositories
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rectangular_RIE
rectangular_RIE PublicCode for reproducing the results in "Optimal denoising of rotationally invariant rectangular matrices"
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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 2
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double_descent_uncertainty
double_descent_uncertainty PublicCompanion repository for the paper "On double-descent in uncertainty quantification in overparametrized models"
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gibbs-sampler-neural-networks
gibbs-sampler-neural-networks PublicGibbs sampler for neural network posteriors
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expectation-consistency
expectation-consistency PublicForked from lclarte/expectation-consistency
Code to compare variants of temperature scaling
Repositories
- fixed_points_graph_CA Public
- OneStepGD_asymptotics Public
code for Asymptotics of feature learning in two-layer networks after one gradient-step
- FundamentalLimitsMultiIndex Public
Code repository for the paper: "Fundamental limits of weak learnability in high-dimensional multi-index models"
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- quenches-sk Public
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- double_descent_uncertainty Public
Companion repository for the paper "On double-descent in uncertainty quantification in overparametrized models"
- BootstrapAsymptotics Public
Code for the paper "Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression"
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