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Alp Kucukelbir

Treeffuser: Probabilistic Predictions via Conditional Diffusions with Gradient-Boosted Trees

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Jun 11, 2024
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Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning

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Jun 13, 2020
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Robust Probabilistic Modeling with Bayesian Data Reweighting

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Jun 19, 2018
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Variational Inference: A Review for Statisticians

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May 09, 2018
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Variational Deep Q Network

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Nov 30, 2017
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Edward: A library for probabilistic modeling, inference, and criticism

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Feb 01, 2017
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Posterior Dispersion Indices

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May 24, 2016
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Automatic Differentiation Variational Inference

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Mar 02, 2016
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Automatic Variational Inference in Stan

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Jun 12, 2015
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Population Empirical Bayes

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Jun 08, 2015
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