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20232025
most citedGenerative quantum machine learning via denoising diffusion probabilistic models

55 citations · 62 across the 4 of their papers we have counts for

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cs.LG2025

Scalable Second-order Riemannian Optimization for -means Clustering

Peng Xu, Chun-Ying Hou, Xiaohui Chen +1

Clustering is a hard discrete optimization problem. Nonconvex approaches such as low-rank semidefinite programming (SDP) have recently demonstrated promising statistical and local…

cs.LG2025

Embedding Empirical Distributions for Computing Optimal Transport Maps

Mingchen Jiang, Peng Xu, Xichen Ye +3

Distributional data have become increasingly prominent in modern signal processing, highlighting the necessity of computing optimal transport (OT) maps across multiple probability…