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03/05/2022
Recursive Monte Carlo and Variational Inference with Auxiliary Variables
A key challenge in applying Monte Carlo and variational inference (VI) i...
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02/24/2022
Estimators of Entropy and Information via Inference in Probabilistic Models
Estimating information-theoretic quantities such as entropy and mutual i...
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10/30/2021
3DP3: 3D Scene Perception via Probabilistic Programming
We present 3DP3, a framework for inverse graphics that uses inference in...
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07/20/2020
