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Adversarial robustness for latent models : revisiting the robust-standard accuracies tradeoff
Javanmard, Adel; Mehrabi, Mohammad - In: Operations research 72 (2024) 3, pp. 1016-1030
Persistent link: https://www.econbiz.de/10014557444
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Risk-based robust statistical learning by stochastic difference-of-convex value-function optimization
Liu, Junyi; Pang, Jong-shi - In: Operations research 71 (2023) 2, pp. 397-414
Persistent link: https://www.econbiz.de/10014308587
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Distributionally robust losses for latent covariate mixtures
Duchi, John C.; Hashimoto, Tatsunori; Namkoong, Hongseok - In: Operations research 71 (2023) 2, pp. 649-664
Persistent link: https://www.econbiz.de/10014308625
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Reliable off-policy evaluation for reinforcement learning
Wang, Jie; Gao, Rui; Zha, Hongyuan - In: Operations research 72 (2024) 2, pp. 699-716
Persistent link: https://www.econbiz.de/10014520884
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High-dimensional learning under approximate sparsity with applications to nonsmooth estimation and regularized neural networks
Liu, Hongcheng; Ye, Yinyu; Lee, Hung Yi - In: Operations research 70 (2022) 6, pp. 3176-3197
Persistent link: https://www.econbiz.de/10014307657
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Dynamic incentive-aware learning : robust pricing in contextual auctions
Golrezaei, Negin; Javanmard, Adel; Mirrokni, Vahab - In: Operations research 69 (2021) 1, pp. 297-314
Persistent link: https://www.econbiz.de/10012523497
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Optimal learning under robustness and time-consistency
Epstein, Larry G.; Ji, Shaolin - In: Operations research 70 (2022) 3, pp. 1317-1329
Persistent link: https://www.econbiz.de/10013366075
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Robustness to dependency in portfolio optimization using overlapping marginals
Doan, Xuan Vinh; Li, Xiaobo; Natarajan, Karthik - In: Operations research 63 (2015) 6, pp. 1468-1488
Persistent link: https://www.econbiz.de/10011422605
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Robust optimization of sums of piecewise linear functions with application to inventory problems
Ardestani-Jaafari, Amir; Delage, Erick - In: Operations research 64 (2016) 2, pp. 474-494
Persistent link: https://www.econbiz.de/10011485597
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Multistage robust mixed-integer optimization with adaptive partitions
Bertsimas, Dimitris; Dunning, Iain - In: Operations research 64 (2016) 4, pp. 980-998
Persistent link: https://www.econbiz.de/10011538581