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fortuinlab

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  1. pacbb pacbb Public

    Python 29

  2. swag-lora swag-lora Public

    Code for the paper "Gaussian Stochastic Weight Averaging for Bayesian Low-Rank Adaptation of Large Language Models".

    Python 10 2

  3. LA-NAM LA-NAM Public

    Official implementation of Laplace-Approximated Neural Additive Models (LA-NAM)

    Python 5

  4. fortuinlab.github.io fortuinlab.github.io Public

    Lab website

    HTML 1

  5. spam-pruning spam-pruning Public

    Code for the paper "Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks Using the Marginal Likelihood".

    Python 2

  6. uq-decision-utility uq-decision-utility Public

    Framework and experiments for evaluating the decision utility of uncertainty estimates beyond standard UQ metrics.

    Jupyter Notebook

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