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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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Offline multi-action policy learning : generalization and optimization
Zhou, Zhengyuan; Athey, Susan; Wager, Stefan - In: Operations research 71 (2023) 1, pp. 148-183
Persistent link: https://www.econbiz.de/10014308411
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Breaking the sample size barrier in model-based reinforcement learning with a generative model
Li, Gen; Wei, Yuting; Chi, Yuejie; Chen, Yuxin - In: Operations research 72 (2024) 1, pp. 203-221
Persistent link: https://www.econbiz.de/10014505071
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Efficient decentralized multi-agent learning in asymmetric bipartite queueing systems
Freund, Daniel; Lykouris, Thodoris; Weng, Wentao - In: Operations research 72 (2024) 3, pp. 1049-1070
Persistent link: https://www.econbiz.de/10014557446
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Proximal reinforcement learning : efficient off-policy evaluation in partially observed markov decision processes
Bennett, Andrew; Kallus, Nathan - In: Operations research 72 (2024) 3, pp. 1071-1086
Persistent link: https://www.econbiz.de/10014557447
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Solving zero-sum games using best-response oracles with applications to search games
Hellerstein, Lisa; Lidbetter, Thomas; Pirutinsky, Daniel - In: Operations research 67 (2019) 3, pp. 731-743
Persistent link: https://www.econbiz.de/10012040241
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Sequential interdiction with incomplete information and learning
Borrero, Juan S.; Prokopyev, Oleg; Sauré, Denis - In: Operations research 67 (2019) 1, pp. 72-89
Persistent link: https://www.econbiz.de/10012000792
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The big data newsvendor : practical insights from machine learning
Ban, Gah-Yi; Rudin, Cynthia - In: Operations research 67 (2019) 1, pp. 90-108
Persistent link: https://www.econbiz.de/10012000794
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Fast best subset selection : coordinate descent and local combinatorial optimization algorithms
Hazimeh, Hussein; Mazumder, Rahul - In: Operations research 68 (2020) 5, pp. 1517-1537
Persistent link: https://www.econbiz.de/10012301566
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A robust spectral clustering algorithm for sub-Gaussian mixture models with outliers
Srivastava, Prateek R.; Sarkar, Purnamrita; … - In: Operations research 71 (2023) 1, pp. 224-244
Persistent link: https://www.econbiz.de/10014308484