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05/04/2023
String Diagrams with Factorized Densities
A growing body of research on probabilistic programs and causal models h...
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03/09/2020
Learning discrete state abstractions with deep variational inference
Abstraction is crucial for effective sequential decision making in domai...
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06/21/2019
Neural Topographic Factor Analysis for fMRI Data
Neuroimaging experiments produce a large volume (gigabytes) of high-dime...
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An Introduction to Probabilistic Programming
This document is designed to be a first-year graduate-level introduction...
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