Babak Esmaeili

According to our database, Babak Esmaeili authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Topological Obstructions and How to Avoid Them.

Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Nested Variational Inference.

Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Conjugate Energy-Based Models.

Hao Wu, Babak Esmaeili, Michael L. Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent

Proceedings of the 38th International Conference on Machine Learning, 2021

Rate-Regularization and Generalization in Variational Autoencoders.

Alican Bozkurt, Babak Esmaeili, Jean-Baptiste Tristan, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

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

2019

Evaluating Combinatorial Generalization in Variational Autoencoders.

Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

CoRR, 2019

Structured Neural Topic Models for Reviews.

Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Structured Disentangled Representations.

Babak Esmaeili, Hao Wu, Sarthak Jain, Alican Bozkurt, N. Siddharth, Brooks Paige, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Can VAEs Generate Novel Examples?

Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

CoRR, 2018

Structured Representations for Reviews: Aspect-Based Variational Hidden Factor Models.

Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent

CoRR, 2018

Hierarchical Disentangled Representations.

Babak Esmaeili, Hao Wu, Sarthak Jain, N. Siddharth, Brooks Paige, Jan-Willem van de Meent

CoRR, 2018