Ilya O. Ryzhov - Concepedia

Author

Ilya O. Ryzhov

University of Maryland, College Park ORCID

Also Known As

Ilya O. Ryzhov, Ilya Ryzhov, Ryzhov, Ilya O.

110

Publications

1.2K

Citations

H-Index

Concepts

All Affiliations

University of Maryland, College Park Princeton University Cornell University Virginia Commonwealth University Northeastern University

About

Ilya O. Ryzhov is an author at University of Maryland, College Park specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	19	675
2	Business	8	8	387
3	Management	4	4	110
4	Medicine	2	2	63
5	Public Health	2	2	83

Ilya O. Ryzhov

Publications

815

Citations

H-Index

Page 1

	Year	Citations
The Knowledge Gradient Algorithm for a General Class of Online Learning Problems Ilya O. Ryzhov, Warren B. Powell, Peter I. Frazier Operations Research Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningKnowledge Gradient Algorithm	2012	167
On the Convergence Rates of Expected Improvement Methods Ilya O. Ryzhov Operations Research EngineeringSampling TechniqueData ScienceExpected Improvement MethodsCombinatorial Optimization	2016	103
Cultivating Disaster Donors Using Data Analytics Ilya O. Ryzhov, Bin Han, Jelena Bradić Management Science OrganizationsPhilanthropyData ScienceDirect-mail MarketingDisaster Management	2015	53
Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records Hua Zheng, Ilya O. Ryzhov, Wei Xie, Drugs Diabetes ManagementHealth PolicyHealth DataDiabetesPredictive Analytics	2021	52
Simulation optimization: A tutorial overview and recent developments in gradient-based methods Marie Chau, Michael C. Fu, Huashuai Qu, Proceedings of the Winter Simulation Conference 2014 Mathematical ProgrammingNumerical AnalysisLarge-scale Global OptimizationGradient-based MethodsEngineering	2014	44
Information Collection on a Graph Ilya O. Ryzhov, Warren B. Powell Operations Research Artificial IntelligenceEngineeringMachine LearningAlgorithmic LearningInformation Collection	2011	42
Sequential Selection with Unknown Correlation Structures Huashuai Qu, Ilya O. Ryzhov, Michael C. Fu, Operations Research EngineeringMachine LearningSequential LearningFeature SelectionSimulation	2015	31
The knowledge gradient algorithm for online subset selection Ilya O. Ryzhov, Warren B. Powell Artificial IntelligenceEngineeringMachine LearningKnowledge Gradient AlgorithmGame Theory	2009	31
Complete expected improvement converges to an optimal budget allocation Ye Chen, Ilya O. Ryzhov Advances in Applied Probability EngineeringOperations ResearchEconomic AnalysisStatisticsQuantitative Management	2019	31
Optimal Learning for Urban Delivery Fleet Allocation Yixiao Huang, Lei Zhao, Warren B. Powell, Transportation Science EngineeringMachine LearningOptimal LearningOperations ResearchData Science	2019	27

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