Search Results for author: Ricardo Monti

Found 1 papers, 0 papers with code

Robust contrastive learning and nonlinear ICA in the presence of outliers

no code implementations1 Nov 2019 Hiroaki Sasaki, Takashi Takenouchi, Ricardo Monti, Aapo Hyvärinen

We develop two robust nonlinear ICA methods based on the {\gamma}-divergence, which is a robust alternative to the KL-divergence in logistic regression.

Causal Discovery Contrastive Learning +2

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