Concepedia

Ilya O. Ryzhov

IO

24

Publications

815

Citations

16

H-Index

2009

Active since

Affiliations

University of Maryland, College Park(Current)

Princeton University

Cornell University

Virginia Commonwealth University

Northeastern University

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

Top concepts

EngineeringComputer ScienceData ScienceOperations ResearchCombinatorial OptimizationStatisticsMachine LearningStatistical InferenceBusinessQuantitative Management

Publications per year

2009–2022

24

Publications

24

The Knowledge Gradient Algorithm for a General Class of Online Learning Problems

Ilya O. Ryzhov, Warren B. Powell, Peter I. Frazier · Operations Research · 2012 · 167 citations

Artificial Intelligence, Mathematical Programming, Engineering +26

On the Convergence Rates of Expected Improvement Methods

Ilya O. Ryzhov · Operations Research · 2016 · 103 citations

Engineering, Sampling Technique, Data Science +18

Cultivating Disaster Donors Using Data Analytics

Ilya O. Ryzhov, Bin Han, Jelena Bradić · Management Science · 2015 · 53 citations

Organizations, Philanthropy, Data Science +11

Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records

Hua Zheng, Ilya O. Ryzhov, Wei Xie et al. · Drugs · 2021 · 52 citations · Full text

Diabetes Management, Health Policy, Health Data +11

Simulation optimization: A tutorial overview and recent developments in gradient-based methods

Marie Chau, Michael C. Fu, Huashuai Qu et al. · Proceedings of the Winter Simulation Conference 2014 · 2014 · 44 citations

Mathematical Programming, Numerical Analysis, Large-scale Global Optimization +22

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