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 | 297 | 2020 |
Causal autoregressive flows I Khemakhem, R Monti, R Leech, A Hyvarinen International conference on artificial intelligence and statistics, 3520-3528, 2021 | 37 | 2021 |
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 | 36 | 2020 |
Ice-beem: Identifiable conditional energy-based deep models I Khemakhem, DP Kingma, RP Monti, A Hyvärinen NeurIPS2020, 2020 | 20 | 2020 |
Advances in identifiability of nonlinear probabilistic models I Khemakhem UCL (University College London), 2022 | | 2022 |
Autoregressive flow-based causal discovery and inference RP Monti, I Khemakhem, A Hyvarinen arXiv preprint arXiv:2007.09390, 2020 | | 2020 |