Hierarchical Disentangled Representations. - Babak Esmaeili 001; Hao Wu 020; Sarthak Jain; N. Siddharth 001; Brooks Paige; Jan-Willem van de Meent (CoRR, 2018)

Composing Modeling and Inference Operations with Probabilistic Program Combinators. - Eli Sennesh; Adam Scibior; Hao Wu 020; Jan-Willem van de Meent (CoRR, 2018)

Structured Disentangled Representations. - Babak Esmaeili 001; Hao Wu 020; Sarthak Jain; Alican Bozkurt; N. Siddharth 001; Brooks Paige; Dana H. Brooks; Jennifer G. Dy; Jan-Willem van de Meent (AISTATS, 2019)

Amortized Population Gibbs Samplers with Neural Sufficient Statistics. - Hao Wu 020; Heiko Zimmermann; Eli Sennesh; Tuan Anh Le 001; Jan-Willem van de Meent (ICML, 2020)

Conjugate Energy-Based Models. - Hao Wu 020; Babak Esmaeili 001; Michael L. Wick; Jean-Baptiste Tristan; Jan-Willem van de Meent (ICML, 2021)

Nested Variational Inference. - Heiko Zimmermann; Hao Wu 020; Babak Esmaeili 001; Jan-Willem van de Meent (NeurIPS, 2021)

Learning proposals for probabilistic programs with inference combinators. - Sam Stites; Heiko Zimmermann; Hao Wu 020; Eli Sennesh; Jan-Willem van de Meent (UAI, 2021)