72 citations · 243 across the 31 of their papers we have counts for
Showing 2018 · cs.LGShow all
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cs.LG2018
Hamiltonian Variational Auto-Encoder
Anthony L. Caterini, Arnaud Doucet, Dino Sejdinovic
Variational Auto-Encoders (VAEs) have become very popular techniques to perform inference and learning in latent variable models as they allow us to leverage the rich representatio…
cs.LG2018
Causal Inference via Kernel Deviance Measures
Jovana Mitrovic, Dino Sejdinovic, Yee Whye Teh
Discovering the causal structure among a set of variables is a fundamental problem in many areas of science. In this paper, we propose Kernel Conditional Deviance for Causal Infere…