federicobergamin

Federico Bergamin's repositories

Personal implementation of "Variational Inference with Normalizing Flows" by [Rezende, et al., 2015] in PyTorch

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Repository for the paper "Riemannian Laplace approximations for Bayesian neural networks"

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Personal implementation of "Ladder Variational Autoencoders" by [Sønderby, et al., 2016] (LVAE) in PyTorch

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Interactive Gaussian Process demo, useful for live demonstration when teaching Gaussian Processes.

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Code for the paper "Model-agnostic out-of-distribution detection using combined statistical tests" (AISTATS 2022)

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Implementation of "Auto-Encoding Variational Bayes" by Kingma and Welling, 2014 in Julia [VAE in Julia]. Still working on it.

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PyTorch implementation of MIWAE

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Official implementation of Score-based Data Assimilation

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Reinforcement Learning experiments using DDPG and HER implemented in PyTorch

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Personal webpage

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Google Research

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Personal implementation of a simple VAE in PyTorch as described in "Auto-Encoding Variational Bayes" [Kingma, Welling, 2014]

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