Ilya O. Ryzhov

60 papers A* 1Misc 23Journal 33Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
D-Optimal Orienteering for Post-Earthquake Reconnaissance Planning.
Oper. Res.
Jiaqi Wang, Weijun Xie, Ilya O. Ryzhov, Nikola Markovic, Ge Ou
2025 J jnl
Digital Twin Calibration with Model-Based Reinforcement Learning.
CoRR
Hua Zheng, Wei Xie, Ilya O. Ryzhov, Keilung Choy
2025 J jnl
Individual and group fairness in geographical partitioning.
CoRR
Ilya O. Ryzhov, John Gunnar Carlsson, Yinchu Zhu
2025 J jnl
Technical Note - A New Rate-Optimal Sampling Allocation for Linear Belief Models.
Oper. Res.
Jiaqi Zhou, Ilya O. Ryzhov
2024 J jnl
Demand Equilibria in Spatial Service Systems.
Manuf. Serv. Oper. Manag.
John Gunnar Carlsson, Xiaoshan Peng, Ilya O. Ryzhov
2024 J jnl
Improving Snowplowing Operations in Utah Through Optimization and Visualization.
INFORMS J. Appl. Anal.
Yinhu Wang, Ye Chen, Ilya O. Ryzhov, Xiaoyue Cathy Liu, Nikola Markovic
2024 Misc conf
Introduction to Optimal Transport.
WSC
Ilya O. Ryzhov, Raghu Pasupathy, Harsha Honnappa
2024 J jnl
Moderate deviations inequalities for Gaussian process regression.
J. Appl. Probab.
Jialin Li, Ilya O. Ryzhov
2024 J jnl
Resource Allocation in an Uncertain Environment: Application to Snowplowing Operations in Utah.
Transp. Sci.
Yinhu Wang, Ye Chen, Ilya O. Ryzhov, Xiaoyue Cathy Liu, Nikola Markovic
2024 J jnl
Sequential Learning with a Similarity Selection Index.
Oper. Res.
Yi Zhou, Michael C. Fu, Ilya O. Ryzhov
2023 Misc conf
Approximate Gaussian Process Regression with Pairwise Comparison Data.
WSC
Efe Sertkaya, Ilya O. Ryzhov
2023 J jnl
Balancing Optimal Large Deviations in Sequential Selection.
Manag. Sci.
Ye Chen, Ilya O. Ryzhov
2023 J jnl
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes.
INFORMS J. Comput.
Hua Zheng, Wei Xie, Ilya O. Ryzhov, Dongming Xie
2022 J jnl
Data-Driven Robust Resource Allocation with Monotonic Cost Functions.
Oper. Res.
Ye Chen, Nikola Markovic, Ilya O. Ryzhov, Paul M. Schonfeld
2022 Misc conf
Policy Evaluation with Stochastic Gradient Estimation Techniques.
WSC
Yi Zhou, Michael C. Fu, Ilya O. Ryzhov
2021 J jnl
Efficient Sampling Allocation Procedures for Optimal Quantile Selection.
INFORMS J. Comput.
Yijie Peng, Chun-Hung Chen, Michael C. Fu, Jian-Qiang Hu, Ilya O. Ryzhov
2021 J jnl
Equilibrium analysis of observable express service with customer choice.
Queueing Syst. Theory Appl.
Jiaqi Zhou, Ilya O. Ryzhov
2021 Misc conf
Estimating a Conditional Expectation with the Generalized Likelihood Ratio Method.
WSC
Yi Zhou, Michael C. Fu, Ilya O. Ryzhov
2021 J jnl
Policy Optimization in Bayesian Network Hybrid Models of Biomanufacturing Processes.
CoRR
Hua Zheng, Wei Xie, Ilya O. Ryzhov, Dongming Xie
2021 J jnl
The facts on the ground: Evaluating humanitarian fleet management policies using simulation.
Eur. J. Oper. Res.
Liyi Gu, Ilya O. Ryzhov, Mahyar Eftekhar
2020 Misc conf
Advanced Statistical Methods: Inference, Variable Selection, And Experimental Design.
WSC
Ilya O. Ryzhov, Qiong Zhang, Ye Chen
2020 J jnl
Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records.
CoRR
Hua Zheng, Ilya O. Ryzhov, Wei Xie, Judy Zhong
2020 J jnl
Technical Note - Consistency Analysis of Sequential Learning Under Approximate Bayesian Inference.
Oper. Res.
Ye Chen, Ilya O. Ryzhov
2019 Misc conf
Balancing Optimal Large Deviations in Ranking and Selection.
WSC
Ye Chen, Ilya O. Ryzhov
2019 J jnl
Bayesian Exploration for Approximate Dynamic Programming.
Oper. Res.
Ilya O. Ryzhov, Martijn R. K. Mes, Warren B. Powell, Gerald van den Berg
2019 J jnl
Optimal Learning for Urban Delivery Fleet Allocation.
Transp. Sci.
Yixiao Huang, Lei Zhao, Warren B. Powell, Yue Tong, Ilya O. Ryzhov
2018 Misc conf
A simulation-based Prediction Framework for stochastic System Dynamic Risk Management.
WSC
Wei Xie, Pu Zhang, Ilya O. Ryzhov
2018 J jnl
The Local Time Method for Targeting and Selection.
Oper. Res.
Ilya O. Ryzhov
2018 A* conf
The Promise and Perils of Myopia in Dynamic Pricing With Censored Information.
IJCAI
Meenal Chhabra, Sanmay Das, Ilya O. Ryzhov
2017 J jnl
Evasive flow capture: A multi-period stochastic facility location problem with independent demand.
Eur. J. Oper. Res.
Nikola Markovic, Ilya O. Ryzhov, Paul M. Schonfeld
2017 Misc conf
Rate-optimality of the complete expected improvement criterion.
WSC
Ye Chen, Ilya O. Ryzhov
2016 Misc conf
Approximate Bayesian inference as a form of stochastic approximation: A new consistency theory with applications.
WSC
Ye Chen, Ilya O. Ryzhov
2016 J jnl
Cultivating Disaster Donors Using Data Analytics.
Manag. Sci.
Ilya O. Ryzhov, Bin Han, Jelena Bradic
2016 J jnl
On the Convergence Rates of Expected Improvement Methods.
Oper. Res.
Ilya O. Ryzhov
2016 J jnl
Optimal Learning in Linear Regression with Combinatorial Feature Selection.
INFORMS J. Comput.
Bin Han, Ilya O. Ryzhov, Boris Defourny
2015 J jnl
A New Optimal Stepsize for Approximate Dynamic Programming.
IEEE Trans. Autom. Control.
Ilya O. Ryzhov, Peter I. Frazier, Warren B. Powell
2015 J jnl
Evasive flow capture: Optimal location of weigh-in-motion systems, tollbooths, and security checkpoints.
Networks
Nikola Markovic, Ilya O. Ryzhov, Paul M. Schonfeld
2015 Misc conf
Expected improvement is equivalent to OCBA.
WSC
Ilya O. Ryzhov
2015 J jnl
Optimal Information Blending with Measurements in the
Math. Oper. Res.
Boris Defourny, Ilya O. Ryzhov, Warren B. Powell
2015 J jnl
Sequential Selection with Unknown Correlation Structures.
Oper. Res.
Huashuai Qu, Ilya O. Ryzhov, Michael C. Fu, Zi Ding
2014 J jnl
A New Optimal Stepsize For Approximate Dynamic Programming.
CoRR
Ilya O. Ryzhov, Peter I. Frazier, Warren B. Powell
2014 Misc conf
Simulation optimization: a panel on the state of the art in research and practice.
WSC
Michael C. Fu, Güzin Bayraksan, Shane G. Henderson, Barry L. Nelson, Warren B. Powell, Ilya O. Ryzhov, Benjamin G. Thengvall
2014 Misc conf
Simulation optimization: a tutorial overview and recent developments in gradient-based methods.
WSC
Marie Chau, Michael C. Fu, Huashuai Qu, Ilya O. Ryzhov
2013 Misc conf
An empirical sensitivity analysis of the Kiefer-Wolfowitz algorithm and its variants.
WSC
Marie Chau, Huashuai Qu, Michael C. Fu, Ilya O. Ryzhov
2013 Misc conf
Efficient learning of donor retention strategies for the American Red Cross.
WSC
Bin Han, Ilya O. Ryzhov, Boris Defourny
2013 Misc conf
Learning logistic demand curves in business-to-business pricing.
WSC
Huashuai Qu, Ilya O. Ryzhov, Michael C. Fu
2013 Misc conf
Optimal learning with non-Gaussian rewards.
WSC
Zi Ding, Ilya O. Ryzhov
2012 J jnl
Information Collection for Linear Programs with Uncertain Objective Coefficients.
SIAM J. Optim.
Ilya O. Ryzhov, Warren B. Powell
2012 Misc conf
Ranking and selection meets robust optimization.
WSC
Ilya O. Ryzhov, Boris Defourny, Warren B. Powell
2012 Misc conf
Ranking and selection with unknown correlation structures.
WSC
Huashuai Qu, Ilya O. Ryzhov, Michael C. Fu
2012 J jnl
The Knowledge Gradient Algorithm for a General Class of Online Learning Problems.
Oper. Res.
Ilya O. Ryzhov, Warren B. Powell, Peter I. Frazier
2011 — conf
Bayesian active learning with basis functions.
ADPRL
Ilya O. Ryzhov, Warren B. Powell
2011 J jnl
Information Collection on a Graph.
Oper. Res.
Ilya O. Ryzhov, Warren B. Powell
2011 Misc conf
May the best man win: simulation optimization for match-making in e-sports.
WSC
Ilya O. Ryzhov, Awais Tariq, Warren B. Powell
2011 Misc conf
The value of information in multi-armed bandits with exponentially distributed rewards.
ICCS
Ilya O. Ryzhov, Warren B. Powell
2010 — conf
Approximate dynamic programming with correlated Bayesian beliefs.
Allerton
Ilya O. Ryzhov, Warren B. Powell
2010 Misc conf
On the robustness of a one-period look-ahead policy in multi-armed bandit problems.
ICCS
Ilya O. Ryzhov, Peter I. Frazier, Warren B. Powell
2010 Misc conf
Optimal learning of transition probabilities in the two-agent newsvendor problem.
WSC
Ilya O. Ryzhov, Martin R. Valdez-Vivas, Warren B. Powell
2009 Misc conf
A Monte Carlo Knowledge Gradient Method for Learning Abatement Potential of Emissions Reduction Technologies.
WSC
Ilya O. Ryzhov, Warren B. Powell
2009 — conf
The knowledge gradient algorithm for online subset selection.
ADPRL
Ilya O. Ryzhov, Warren B. Powell