nickruggeri

Nicolò Ruggeri's repositories

Inference and sampling on the Hy-MMSBM probabilistic model for hypergraphs.

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Official codebase for the paper "Provable concept learning for interpretable predictions using variational inference".

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A simple management system for scientific experiments. Streamline IO operations, result storage, and retrieval.

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Message passing, expectation maximization and sampling on hypergraphs.

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Experimental evaluation of the results in our paper "Fast rates for noisy interpolation require rethinking the effects of inductive bias"

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Anything machine learning related

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The author's officially unofficial PyTorch BigGAN implementation.

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Lime: Explaining the predictions of any machine learning classifier

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Just a bunch of my experiments to learn/try/fill up spare time

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To include my numerical simulations for testing the theoretical results

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