A+Operations ResearchUTD24FT502026204-238其他On Some Perspectives of Gradient-Based Optimization Algorithms in Machine LearningN. Munikumar, Bala Krushna Tripathy, R. Manjula被引 0阅读 2人工智能金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202234(5): 2552-2570Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement LearningQuentin Cappart, David Bergman, Louis-Martin Rousseau, Isabeau Prémont-Schwarz 等 5 人被引 14阅读 1高影响力 前 10%开放获取数值分析预测—优化与决策导向学习金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202234(4): 2229-2248Online Mixed-Integer Optimization in MillisecondsDimitris Bertsimas, Bartolomeo Stellato被引 97阅读 1高影响力 前 1%基金开放获取数值分析金融风险与机器学习
A+Management ScienceUTD24FT50202471(2): 1165-1186Learning to Optimize Contextually Constrained Problems for Real-Time Decision GenerationAaron Babier, Timothy C. Y. Chan, Adam Diamant, Rafid Mahmood被引 4阅读 3开放获取管理科学与运筹学预测—优化与决策导向学习金融风险与机器学习
A+Management ScienceUTD24FT50202066(8): 3329-3339Robust Stochastic Optimization Made Easy with RSOMEZhi Chen, Melvyn Sim, Peng Xiong被引 235阅读 1高影响力 前 1%管理科学与运筹学不确定性优化(随机/鲁棒/DRO/CVaR)
A+Operations ResearchUTD24FT50201664(4): 958-979Statistical Optimization in High DimensionsHuan Xu, Constantine Caramanis, Shie Mannor被引 20人工智能不确定性优化(随机/鲁棒/DRO/CVaR)金融风险与机器学习
A+Operations ResearchUTD24FT50202272(2): 796-815Black-Box Acceleration of Monotone Convex Program SolversPalma London, Shai Vardi, Reza Eghbali, Adam Wierman被引 0阅读 1数值分析金融风险与机器学习
A+INFORMS Journal on ComputingUTD24201931(2): 207-225Performance Comparison of Machine Learning PlatformsAsim Roy, Shiban Qureshi, Kartikeya Pande, Divitha Nair 等 21 人被引 25阅读 1人工智能金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202617(1)Comparison of machine learning algorithms combined with metaheuristic-based feature selection methods for debris flow susceptibility assessmentsAnmin Li, Kun Gao, Aihua Wei, He Li 等 7 人被引 2高影响力 前 10%基金开放获取环境管理、监测、政策与法规复合灾害与灾害链金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202335(6): 1225-1241A Prescriptive Machine Learning Approach to Mixed-Integer Convex OptimizationDimitris Bertsimas, Cheol Woo Kim被引 16阅读 3高影响力 前 10%数值分析金融风险与机器学习
EM-T1Natural Hazards Review202526(4)Machine Learning-Based Prediction of Optimal Building-Level Flood Mitigation Strategies in At-Risk CommunitiesHimadri Sen Gupta, Omar M. Nofal, Andrés D. González, Charles Nicholson 等 5 人被引 4阅读 1基金开放获取全球变化洪涝风险与减灾金融风险与机器学习
A+Operations ResearchUTD24FT50201563(3): 628-638Oracle-Based Robust Optimization via Online LearningAharon Ben‐Tal, Elad Hazan, Tomer Koren, Shie Mannor被引 56阅读 1高影响力 前 10%基金管理科学与运筹学不确定性优化(随机/鲁棒/DRO/CVaR)
A+INFORMS Journal on ComputingUTD24202235(1): 158-177Machine Learning Methods for Data-Driven Demand Estimation and Assortment Planning Considering Cross-Selling and SubstitutionsZhen-Yu Chen, Zhi‐Ping Fan, Minghe Sun被引 22高影响力 前 10%管理信息系统预测—优化与决策导向学习金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202437(3): 644-665Machine Learning for K-Adaptability in Two-Stage Robust OptimizationEsther Julien, Krzysztof Postek, Ş. İlker Birbil被引 2阅读 1管理科学与运筹学不确定性优化(随机/鲁棒/DRO/CVaR)金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202415(1)Machine learning and SHAP-based susceptibility assessment of storm flood in rapidly urbanizing areas: a case study of Shenzhen, ChinaJuchao Zhao, Chunbo Zhang, Jin Wang, Zaheer Abbas 等 5 人被引 44阅读 1高影响力 前 10%基金开放获取全球变化洪涝风险与减灾金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202436(4): 1129-1146Use of Machine Learning Models to Warmstart Column Generation for Unit CommitmentNagisa Sugishita, Andreas Grothey, Ken I. M. McKinnon被引 12阅读 1开放获取电气与电子工程金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202538(5): 1323-1343Strong Partitioning and a Machine Learning Approximation for Accelerating the Global Optimization of Nonconvex Quadratically Constrained Quadratic ProgramsRohit Kannan, Harsha Nagarajan, Deepjyoti Deka被引 0阅读 2数值分析金融风险与机器学习
A+Manufacturing & Service Operations ManagementUTD24FT50202527(6): 1851-1868Machine Learning–Augmented Optimization of Large Bilevel and Two-Stage Stochastic Programs: Application to Cycling Network DesignTimothy C. Y. Chan, Bo Lin, Shoshanna Saxe被引 11高影响力 前 10%基金开放获取管理科学与运筹学路网损毁与基础设施韧性不确定性优化(随机/鲁棒/DRO/CVaR)金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202213(1): 949-974Flood susceptibility mapping using meta-heuristic algorithmsAlireza Arabameri, Amir Seyed Danesh, M. Santosh, Artemi Cerdà 等 8 人被引 85阅读 3高影响力 前 10%基金开放获取全球变化洪涝风险与减灾金融风险与机器学习
EM-T1Reliability Engineering & System Safety2023234: 109172-109172Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AIPenghui Lin, Limao Zhang, Robert L. K. Tiong被引 88阅读 1高影响力 前 1%基金开放获取安全、风险、可靠性与质量不确定性优化(随机/鲁棒/DRO/CVaR)金融风险与机器学习