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Citations per year
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Cited by
All
Since 2016
Citations
105
105
h-index
2
2
i10-index
2
2
0
70
35
2019
2020
2021
7
67
31
Public access
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0 articles
1 article
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not available
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Co-authors
Aapo Hyvarinen
University of Helsinki
Verified email at helsinki.fi
Ricardo Pio Monti
Gatsby Unit, UCL
Verified email at gatsby.ucl.ac.uk
Diederik P. Kingma
Research Scientist, Google Brain
Verified email at google.com
Robert Leech
King's College London
Verified email at kcl.ac.uk
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Ilyes Khemakhem
PhD candidate, Gatsby Unit,
UCL
Verified email at gatsby.ucl.ac.uk -
Homepage
Machine learning
nonlinear ICA
causality
identifiability
unsupervised learning
Articles
Cited by
Public access
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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
89
2020
ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Nased on Nonlinear ICA
I Khemakhem, RP Monti, DP Kingma, A Hyvärinen
34th Conference on Neural Information Processing Systems
, 2020
14
*
2020
Causal autoregressive flows
I Khemakhem, R Monti, R Leech, A Hyvarinen
International Conference on Artificial Intelligence and Statistics, 3520-3528
, 2021
2
2021
Autoregressive flow-based causal discovery and inference
RP Monti, I Khemakhem, A Hyvarinen
arXiv preprint arXiv:2007.09390
, 2020
2020
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