Paper "distributionally robust optimization" Papers

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Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes

Yifan Lin, Enlu Zhou

AAAI 2025paperarXiv:2301.11415
1
citations

Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport

Ahmad Reza Ehyaei, Golnoosh Farnadi, Samira Samadi

AAAI 2025paperarXiv:2510.00599

Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval

Guangyuan Ma, Yongliang Ma, Xing Wu et al.

AAAI 2025paperarXiv:2408.10613
6
citations

Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization

Qi Zhang, Yi Zhou, Ashley Prater-Bennette et al.

AAAI 2024paperarXiv:2404.01200
4
citations

Temporally and Distributionally Robust Optimization for Cold-Start Recommendation

Xinyu Lin, Wenjie Wang, Jujia Zhao et al.

AAAI 2024paperarXiv:2312.09901
19
citations

Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness

Chenghan Xie, Chenxi Li, Chuwen Zhang et al.

AAAI 2024paperarXiv:2310.17319
14
citations