Ilyes Khemakhem

According to our database, Ilyes Khemakhem authored at least 3 papers between 2020 and 2021.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2021

Causal Autoregressive Flows.

Ilyes Khemakhem, Ricardo Pio Monti, Robert Leech, Aapo Hyvärinen

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

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

Ilyes Khemakhem, Ricardo Pio Monti, Diederik P. Kingma, Aapo Hyvärinen

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Variational Autoencoders and Nonlinear ICA: A Unifying Framework.

Ilyes Khemakhem, Diederik P. Kingma, Ricardo Pio Monti, Aapo Hyvärinen

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020