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math.ST2026
Sample complexity of unbalanced entropic OT
Francisco Andrade, Gabriel Peyré, Clarice Poon
Optimal transport (OT) has become a central language for comparing probability measures, but exact balanced OT is often both too rigid for data with missing, created, or destroyed…
math.OC2026
Adaptive Dimension Reduction for Overlapping Group Sparsity
Yifan Bai, Clarice Poon, Jingwei Liang
Typical dimension reduction techniques for nonoverlapping sparse optimization involve screening or sieving strategies based on a dual certificate derived from the first-order optim…