Search Results for author: Vitória Barin-Pacela

Found 2 papers, 2 papers with code

On the Identifiability of Quantized Factors

1 code implementation28 Jun 2023 Vitória Barin-Pacela, Kartik Ahuja, Simon Lacoste-Julien, Pascal Vincent

We introduce this novel form of identifiability, termed quantized factor identifiability, and provide a comprehensive proof of the recovery of the quantized factors.

Disentanglement Inductive Bias

Binary Independent Component Analysis: A Non-stationarity-based Approach

1 code implementation30 Nov 2021 Antti Hyttinen, Vitória Barin-Pacela, Aapo Hyvärinen

Experiments give insight into the requirements for the number of observed variables, segments, and latent sources that allow the model to be estimated.

Binarization

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