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1. sublora-bounds-for-llms sublora-bounds-for-llms Public

   Computing compression-based generalization bounds for LLMs using SubLoRA

   Python 5

2. Bayesian_model_comparison Bayesian_model_comparison Public

   Supporing code for the paper "Bayesian Model Selection, the Marginal Likelihood, and Generalization".

   Jupyter Notebook 34 3

3. izmailovpavel/bnn_covariate_shift izmailovpavel/bnn_covariate_shift Public

   Supporting code for the paper "Dangers of Bayesian Model Averaging under Covariate Shift"

   Jupyter Notebook 32 1

4. izmailovpavel/neurips_bdl_starter_kit izmailovpavel/neurips_bdl_starter_kit Public

   Jupyter Notebook 18 4

5. tight-pac-bayes tight-pac-bayes Public

   Forked from activatedgeek/tight-pac-bayes

   Code for PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization, NeurIPS 2022

   Jupyter Notebook

6. PAC-Bayes-Survey PAC-Bayes-Survey Public

   Understanding the Generalization of Deep Neural Networks through PAC-Bayes bounds: A Survey

   1