Ilyes Khemakhem
Ilyes Khemakhem
PhD candidate, Gatsby Unit, UCL
Verified email at gatsby.ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
Variational Autoencoders and Nonlinear ICA: A Unifying Framework
I Khemakhem, DP Kingma, RP Monti, A Hyvärinen
The 23rd International Conference on Artificial Intelligence and Statistics …, 2020
1212020
ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA
I Khemakhem, RP Monti, DP Kingma, A Hyvärinen
34th Conference on Neural Information Processing Systems, 2020
212020
Causal autoregressive flows
I Khemakhem, R Monti, R Leech, A Hyvarinen
International Conference on Artificial Intelligence and Statistics, 3520-3528, 2021
52021
Autoregressive flow-based causal discovery and inference
RP Monti, I Khemakhem, A Hyvarinen
arXiv preprint arXiv:2007.09390, 2020
2020
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Articles 1–4