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20232025
most citedNumerical Analysis on Neural Network Projected Schemes for Approximating One Dimensional Wasserstein Gradient Flows

3 citations · 4 across the 6 of their papers we have counts for

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cs.LG2025

Neural Hamilton--Jacobi Characteristic Flows for Optimal Transport

Yesom Park, Shu Liu, Mo Zhou +1

We present a novel framework for solving optimal transport (OT) problems based on the Hamilton--Jacobi (HJ) equation, whose viscosity solution uniquely characterizes the OT map. By…

math.OC2025

Accelerated Markov Chain Monte Carlo Algorithms on Discrete States

Bohan Zhou, Shu Liu, Xinzhe Zuo +1

We propose a class of discrete state sampling algorithms based on Nesterov's accelerated gradient method, which extends the classical Metropolis-Hastings (MH) algorithm. The evolut…