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01/31/2023
Dynamic Flows on Curved Space Generated by Labeled Data
The scarcity of labeled data is a long-standing challenge for many machi...
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02/22/2022
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics
Optimal transport (OT) is a popular measure to compare probability distr...
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09/30/2021
Adversarial Regression with Doubly Non-negative Weighting Matrices
Many machine learning tasks that involve predicting an output response c...
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01/24/2021
Entropy Partial Transport with Tree Metrics: Theory and Practice
Optimal transport (OT) theory provides powerful tools to compare probabi...
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11/04/2020