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Estimators of Entropy and Information via Inference in Probabilistic Models



Feras A. Saad , Marco Cusumano-Towner , Vikash K. Mansinghka

* 18 pages, 8 figures. Appearing in AISTATS 2022 

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Recursive Monte Carlo and Variational Inference with Auxiliary Variables



Alexander K. Lew , Marco Cusumano-Towner , Vikash K. Mansinghka

* 8 pages, + 16-page supplement 

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3DP3: 3D Scene Perception via Probabilistic Programming



Nishad Gothoskar , Marco Cusumano-Towner , Ben Zinberg , Matin Ghavamizadeh , Falk Pollok , Austin Garrett , Joshua B. Tenenbaum , Dan Gutfreund , Vikash K. Mansinghka

* NeurIPS 2021 

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