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01/05/2023
On the Approximation Accuracy of Gaussian Variational Inference
The main quantities of interest in Bayesian inference are arguably the f...
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08/12/2021
An Optimal Transport Approach to Causal Inference
We propose a method based on optimal transport theory for causal inferen...
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05/29/2021
The query complexity of sampling from strongly log-concave distributions in one dimension
We establish the first tight lower bound of Ω(loglogκ) on the query comp...
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05/24/2020
Projection to Fairness in Statistical Learning
In the context of regression, we consider the fundamental question of ma...
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05/14/2019
