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02/21/2023
Learning Physical Models that Can Respect Conservation Laws
Recent work in scientific machine learning (SciML) has focused on incorp...
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09/30/2022
A probabilistic model of ocean floats under ice
The Argo project deploys thousands of floats throughout the world's ocea...
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07/12/2022
Scalable Bayesian Inference for Detection and Deblending in Astronomical Images
We present a new probabilistic method for detecting, deblending, and cat...
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06/03/2021
Normalizing Flows for Knockoff-free Controlled Feature Selection
The goal of controlled feature selection is to discover the features a r...
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04/29/2021