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Robust sensitivity analysis for stochastic systems
Lam, Henry - In: Mathematics of operations research 41 (2016) 4, pp. 1248-1275
Persistent link: https://www.econbiz.de/10011595052
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Learning-based robust optimization : procedures and statistical guarantees
Hong, L. Jeff; Huang, Zhiyuan; Lam, Henry - In: Management science : journal of the Institute for … 67 (2021) 6, pp. 3447-3467
Persistent link: https://www.econbiz.de/10012606927
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Minimax efficient finite-difference stochastic gradient estimators using black-box function evaluations
Lam, Henry; Li, Haidong; Zhang, Xuhui - In: Operations research letters 49 (2021) 1, pp. 40-47
Persistent link: https://www.econbiz.de/10012485995
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Maximum likelihood estimation by Monte Carlo simulation : toward data-driven stochastic modeling
Peng, Yijie; Fu, Michael; Heidergott, Bernd; Lam, Henry - In: Operations research 68 (2020) 6, pp. 1896-1912
Persistent link: https://www.econbiz.de/10012392175
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Tail analysis without parametric models : a worst-case perspective
Lam, Henry; Mottet, Clementine - In: Operations research 65 (2017) 6, pp. 1696-1711
Persistent link: https://www.econbiz.de/10011777905
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The empirical likelihood approach to quantifying uncertainty in sample average approximation
Lam, Henry; Zhou, Enlu - In: Operations research letters 45 (2017) 4, pp. 301-307
Persistent link: https://www.econbiz.de/10011740327
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Subsampling to enhance efficiency in input uncertainty quantification
Lam, Henry; Qian, Huajie - In: Operations research 70 (2022) 3, pp. 1891-1913
Persistent link: https://www.econbiz.de/10013366289
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Enhanced balancing of bias-variance tradeoff in stochastic estimation : a minimax perspective
Lam, Henry; Zhang, Xinyu; Zhang, Xuhui - In: Operations research 71 (2023) 6, pp. 2352-2373
Persistent link: https://www.econbiz.de/10014445044
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A new likelihood ratio method for training artificial neural networks
Peng, Yijie; Xiao, Li; Heidergott, Bernd; Hong, L. Jeff; … - In: INFORMS journal on computing : JOC ; charting new … 34 (2022) 1, pp. 638-655
Persistent link: https://www.econbiz.de/10013361323
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Do price trajectory data increase the efficiency of market impact estimation?
Li, Fengpei; Ihnatiuk, Vitalii; Chen, Yu; Lin, Jiahe; … - In: Quantitative finance 24 (2024) 5, pp. 545-568
Persistent link: https://www.econbiz.de/10014552104