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04/01/2023
Applications of No-Collision Transportation Maps in Manifold Learning
In this work, we investigate applications of no-collision transportation...
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11/30/2022
Taming Hyperparameter Tuning in Continuous Normalizing Flows Using the JKO Scheme
A normalizing flow (NF) is a mapping that transforms a chosen probabilit...
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04/11/2022
A numerical algorithm for inverse problem from partial boundary measurement arising from mean field game problem
In this work, we consider a novel inverse problem in mean-field games (M...
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02/25/2022
Random Features for High-Dimensional Nonlocal Mean-Field Games
We propose an efficient solution approach for high-dimensional nonlocal ...
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02/13/2022
Efficient Natural Gradient Descent Methods for Large-Scale Optimization Problems
We propose an efficient numerical method for computing natural gradient ...
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02/07/2020