SPOC lab
- 40 followers
- Switzerland
- https://www.epfl.ch/labs/spoc/
Popular repositories Loading
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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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Rigorous-dynamical-mean-field-theory
Rigorous-dynamical-mean-field-theory PublicCode for "Rigorous dynamical mean field theory for stochastic gradient descent methods"
Python 6
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gibbs-sampler-neural-networks
gibbs-sampler-neural-networks PublicGibbs sampler for neural network posteriors
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QuadraticNetPowerlaw
QuadraticNetPowerlaw PublicRepository for the paper "Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime"
Repositories
- WidthQuadraticNetworks Public
Repository for the paper "How Width and Data Shape Generalization Scaling Laws in Quadratic Neural Networks"
- Clustering-and-percolation-in-ecological-communities-A-dynamical-theory Public
Repository containing the data and the code to reproduce the findings in the paper "Clustering and percolation in ecological communities: A dynamical theory"
- history-passing Public
- RAF Public
- advantage_nonlinearity Public
Repository for the paper "A solvable high-dimensional model where nonlinear autoencoders learn structure invisible to PCA while test loss misaligns with generalization"
- ExtensiveAttention Public
Repository for the paper "Inductive Bias and Spectral Properties of Single-Head Attention in High Dimensions"
- ConformalAmp.jl Public
Code for the paper "Building Conformal Prediction Intervals with Approximate Message Passing"
- phys-231-exercises Public
- counting-attention Public
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