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[Re] Hamiltonian Generative Networks

Published in ReScience C 7, 2021

Re-implementation of the Hamiltonian Generative networks. Submitted to Papers of Code Reproducibility Challenge 2020.

Recommended citation: Balsells Rodas, C., Canal Anton, O., and Taschin, F. 2021. [Re] Hamiltonian Generative Networks. ReScience C 7, 2, #18. https://zenodo.org/record/4835278#.Yvp6PuxBzJ8

Markovian Gaussian Process Variational Autoencoders

Published in arxiv, 2022

Markovian Gaussian Process Variational Autoencoders

Recommended citation: H Zhu, CB Rodas, Y Li - arXiv preprint arXiv:2207.05543, 2022. https://arxiv.org/abs/2207.05543

Causal Discovery from Conditionally Stationary Time Series

Published in First Workshop on Causal Representation Learning, 2022

Causal Discovery from Conditionally Stationary Time Series

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Tutorial on nonlinear ICA

Published: June 23, 2022

I prepared a tutorial on Nonlinear ICA for the CSML Reading group at Imperial College London. Some of the figures I use are extracted from other Hyvärinen’s talks or referenced papers. Slides

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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