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Jiajin Li

Stability Evaluation via Distributional Perturbation Analysis

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May 06, 2024
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Spurious Stationarity and Hardness Results for Mirror Descent

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Apr 11, 2024
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Automatic Outlier Rectification via Optimal Transport

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Mar 21, 2024
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Unifying Distributionally Robust Optimization via Optimal Transport Theory

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Aug 10, 2023
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A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data

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Mar 12, 2023
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Outlier-Robust Gromov Wasserstein for Graph Data

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Feb 09, 2023
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Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport

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Jan 30, 2023
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Doubly Smoothed GDA: Global Convergent Algorithm for Constrained Nonconvex-Nonconcave Minimax Optimization

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Jan 05, 2023
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Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls

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Nov 28, 2022
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Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints

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Oct 04, 2022
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