Ilyes Khemakhem

Variational Autoencoders and Nonlinear ICA: A Unifying Framework

Ilyes Khemakhem, Diederik P. Kingma, Ricardo Pio Monti et al. · arXiv (Cornell University) · 2019 · 130 citations · Full text

Latent Modeling, Engineering, Machine Learning +15

ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA

Ilyes Khemakhem, Ricardo Pio Monti, Diederik P. Kingma et al. · arXiv (Cornell University) · 2020 · 25 citations · Full text

Engineering, Machine Learning, Autoencoders +19

Identifiability of latent-variable and structural-equation models: from linear to nonlinear

Aapo Hyvärinen, Ilyes Khemakhem, Riccardo Monti · Annals of the Institute of Statistical Mathematics · 2023 · 18 citations

Econometric Model, Latent Modeling, Psychology +8

ICE-BeeM: Identifiable Conditional Energy-Based Deep Models.

Ilyes Khemakhem, Diederik P. Kingma, Ricardo Pio Monti et al. · Työväentutkimus Vuosikirja · 2020 · 14 citations · Full text

Engineering, Machine Learning, Data Science +3