Monti, Ricardo

4 publications

AISTATS 2021 Causal Autoregressive Flows Ilyes Khemakhem, Ricardo Monti, Robert Leech, Aapo Hyvarinen

NeurIPS 2020 ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA Ilyes Khemakhem, Ricardo Monti, Diederik Kingma, Aapo Hyvarinen

UAI 2020 Robust Contrastive Learning and Nonlinear ICA in the Presence of Outliers Hiroaki Sasaki, Takashi Takenouchi, Ricardo Monti, Aapo Hyvarinen

AISTATS 2020 Variational Autoencoders and Nonlinear ICA: A Unifying Framework Ilyes Khemakhem, Diederik Kingma, Ricardo Monti, Aapo Hyvarinen