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20222026
most citedTikhonov Regularization is Optimal Transport Robust under Martingale Constraints

2 citations · 3 across the 7 of their papers we have counts for

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stat.ME2025

Causal Partial Identification via Conditional Optimal Transport

Sirui Lin, Zijun Gao, Jose Blanchet +1

We study the estimation of causal estimand involving the joint distribution of treatment and control outcomes for a single unit. In typical causal inference settings, it is impossi…

stat.ME2025

Tightening Causal Bounds via Covariate-Aware Optimal Transport

Sirui Lin, Zijun Gao, Jose Blanchet +1

Causal estimands can vary significantly depending on the relationship between outcomes in treatment and control groups, potentially leading to wide partial identification (PI) inte…