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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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Pricking asset market bubbles
Schmitt, Noemi; Westerhoff, Frank H. - In: Finance research letters 38 (2021), pp. 1-6
Persistent link: https://www.econbiz.de/10012485766
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Fan charts in era of big data and learning
Baruník, Jozef; Hanus, Luboš - In: Finance research letters 61 (2024), pp. 1-7
Persistent link: https://www.econbiz.de/10014490768
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Does inclusion of GARCH variance in deep learning models improve financial contagion prediction?
Rayadurgam, Vikram Chandramouli; Mangalagiri, Jayasree - In: Finance research letters 54 (2023), pp. 1-9
Persistent link: https://www.econbiz.de/10014472648
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Deep learning and technical analysis in cryptocurrency market
Goutte, Stéphane; Le, Hoang-Viet; Liu, Fei; … - In: Finance research letters 54 (2023), pp. 1-11
Persistent link: https://www.econbiz.de/10014472779
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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