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Pehlevan-Group

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  1. kernel-generalization kernel-generalization Public

    Jupyter Notebook 6 2

  2. LongSequenceHopfieldMemory LongSequenceHopfieldMemory Public

    Code for "Long Sequence Hopfield Memory"

    Jupyter Notebook 6 1

  3. kernel-ood-generalization kernel-ood-generalization Public

    Jupyter Notebook 5 2

  4. nn_curvature nn_curvature Public

    Codes for "Neural networks learn to magnify areas near decision boundaries"

    Python 5

  5. icl-asymptotic icl-asymptotic Public

    Code for experiments and figures for "Asymptotic theory of in-context learning by linear attention."

    Python 5 1

  6. Deep_Structured_SM Deep_Structured_SM Public

    Python 4 1

Repositories

Showing 10 of 27 repositories
  • incontext-asymptotics-experiments Public
    Pehlevan-Group/incontext-asymptotics-experiments’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 11, 2024
  • S_transform Public

    Reproducing all figures in upcoming draft

    Pehlevan-Group/S_transform’s past year of commit activity
    Jupyter Notebook 4 1 0 0 Updated Oct 14, 2024
  • Richness_Sweep Public

    Sweeping over the feature learning strength

    Pehlevan-Group/Richness_Sweep’s past year of commit activity
    Python 0 0 0 0 Updated Oct 6, 2024
  • icl-asymptotic Public

    Code for experiments and figures for "Asymptotic theory of in-context learning by linear attention."

    Pehlevan-Group/icl-asymptotic’s past year of commit activity
    Python 5 MIT 1 0 0 Updated Sep 10, 2024
  • rep-spectral Public

    Code for "Spectral regularization for adversarially-robust representation learning"

    Pehlevan-Group/rep-spectral’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Jun 5, 2024
  • LongSequenceHopfieldMemory Public

    Code for "Long Sequence Hopfield Memory"

    Pehlevan-Group/LongSequenceHopfieldMemory’s past year of commit activity
    Jupyter Notebook 6 MIT 1 0 0 Updated Apr 23, 2024
  • TD-RL-dynamics Public

    Theory of Temporal Difference Learning Dynamics for High Dimensional Features

    Pehlevan-Group/TD-RL-dynamics’s past year of commit activity
    Jupyter Notebook 3 MIT 0 0 0 Updated Apr 1, 2024
  • nn_curvature Public

    Codes for "Neural networks learn to magnify areas near decision boundaries"

    Pehlevan-Group/nn_curvature’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Jan 18, 2024
  • olfaction-geometry Public

    Code for "Neural circuits for fast Poisson compressed sensing in the olfactory bulb"

    Pehlevan-Group/olfaction-geometry’s past year of commit activity
    MATLAB 2 MIT 0 0 0 Updated Oct 23, 2023
  • dmft_fluctuations Public

    A theory of finite width fluctuations around the DMFT for infinite width neural networks in the feature learning regime

    Pehlevan-Group/dmft_fluctuations’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Oct 17, 2023
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