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