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Aki Vehtari

Amortized Bayesian Workflow (Extended Abstract)

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Sep 06, 2024
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Active Learning of Molecular Data for Task-Specific Objectives

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Aug 20, 2024
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Robust, Automated, and Accurate Black-box Variational Inference

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Mar 29, 2022
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Pathfinder: Parallel quasi-Newton variational inference

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Aug 11, 2021
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Challenges and Opportunities in High-dimensional Variational Inference

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Mar 01, 2021
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Bayesian hierarchical stacking

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Jan 22, 2021
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Good practices for Bayesian Optimization of high dimensional structured spaces

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Jan 06, 2021
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Robust, Accurate Stochastic Optimization for Variational Inference

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Sep 03, 2020
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Stacking for Non-mixing Bayesian Computations: The Curse and Blessing of Multimodal Posteriors

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Jun 22, 2020
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Group Heterogeneity Assessment for Multilevel Models

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May 06, 2020
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