Publications

Babak Esmaeili*, Robin Walters*, Heiko Zimmermann, Jan-Willem van de Meent (2023). Topological Obstructions and How to Avoid Them. In NeurIPS 2023.

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Hao Wu*, Babak Esmaeili*, Michael Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent (2021). Conjugate Energy-Based Models. ICML 2021.

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Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent (2021). Nested Variational Inference. NeurIPS.

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Alican Bozkurt*, Babak Esmaeili*, Jean-Baptiste Tristan, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent (2021). Rate-Regularization and Generalization in VAEs. In 24th AISTATS.

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Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent (2019). Can VAEs Generate Novel Examples?. NeurIPS Workshop on Critiquing and Correcting Trends in Machine Learning.

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Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent (2019). Structured Neural Topic Models for Reviews. In 22nd AISTATS.

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Babak Esmaeili, Hao Wu, Sarthak Jain, Alican Bozkurt, Narayanaswamy Siddharth, Brooks Paige, Dana H Brooks, Jennifer Dy, Jan-Willem van de Meent (2019). Structured Disentangled Representations. In 22nd AISTATS.

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