53 citations · 63 across the 6 of their papers we have counts for
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cs.LG2020
Lattice Representation Learning
Luis A. Lastras
In this article we introduce theory and algorithms for learning discrete representations that take on a lattice that is embedded in an Euclidean space. Lattice representations poss…
cs.LG2019★ 1 cited
Information Theoretic Lower Bounds on Negative Log Likelihood
Luis A. Lastras
In this article we use rate-distortion theory, a branch of information theory devoted to the problem of lossy compression, to shed light on an important problem in latent variable…