← All authors Ilya O. Ryzhov University of Maryland, College Park (per OpenAlex) · ORCID · OpenAlex
32 papers in scope · 29 published · 4 on the econ.EM arXiv · 599 citations · h-index 11 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
John Gunnar Carlsson Yinchu Zhu Victor Chernozhukov Guido W. Imbens Bruno Ferman Kaspar Wüthrich Yingjie Feng Susan Athey Matias D. Cattaneo Rocío Titiunik Luis Ignacio Ortega Álvarez Marianne Bléhaut Alexandre B. Tsybakov Eli Ben-Michael Avi Feller Jungjun Choi Yuan Liao Stefan Wager Sam van Meer Hyukjun Kwon Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (4 of 32)
working paper 2026 · arXiv
working paper 2025 · arXiv
D-Optimal Orienteering for Post-Earthquake Reconnaissance Planning
published 2025 · Operations Research
with Jiaqi Wang, Weijun Xie, Nikola Marković, Ge Ou
Demand Equilibria in Spatial Service Systems
published 2024 · Manufacturing & Service Operations Management · 5 citations
published 2024 · Production and Operations Management · 3 citations · first circulated 2022
working paper 2023 · arXiv
A dynamic screening algorithm for hierarchical binary marketing data
published 2023 · The Annals of Applied Statistics
Technical Note—A New Rate-Optimal Sampling Allocation for Linear Belief Models
published 2023 · Operations Research · 4 citations
with Jiaqi Zhou
Moderate deviations inequalities for Gaussian process regression
published 2023 · Journal of Applied Probability
with Jialin Li
Sequential Learning with a Similarity Selection Index
published 2023 · Operations Research · 3 citations
with Yi Zhou, Michael C. Fu
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes
published 2022 · INFORMS journal on computing · 14 citations · first circulated 2021
with Hua Zheng, Wei Xie, Dongming Xie
Data-Driven Robust Resource Allocation with Monotonic Cost Functions
published 2021 · Operations Research · 7 citations
with Ye Chen, Nikola Marković, Paul Schonfeld
The facts on the ground: Evaluating humanitarian fleet management policies using simulation
published 2021 · European Journal of Operational Research · 10 citations · first circulated 2018
with Liyi Gu, Mahyar Eftekhar
Efficient Sampling Allocation Procedures for Optimal Quantile Selection
published 2020 · INFORMS journal on computing · 14 citations
Learning Demand Curves in B2B Pricing: A New Framework and Case Study
published 2020 · Production and Operations Management · 7 citations
with Huashuai Qu, Michael C. Fu, Eric Bergerson, Megan Kurka, Luděk Kopáček
Technical Note—Consistency Analysis of Sequential Learning Under Approximate Bayesian Inference
published 2020 · Operations Research · 6 citations
with Ye Chen
Complete expected improvement converges to an optimal budget allocation
published 2019 · Advances in Applied Probability · 33 citations
with Ye Chen
Bayesian Exploration for Approximate Dynamic Programming
published 2019 · Operations Research · 8 citations
with Martijn Mes, Warren B. Powell, Gerald Berg
The Local Time Method for Targeting and Selection
published 2018 · Operations Research · 11 citations
Optimal Learning in Linear Regression with Combinatorial Feature Selection
published 2016 · INFORMS journal on computing · 22 citations
with Bin Han, Boris Defourny
Evasive flow capture: A multi-period stochastic facility location problem with independent demand
published 2016 · European Journal of Operational Research · 26 citations
with Nikola Marković, Paul Schonfeld
On the Convergence Rates of Expected Improvement Methods
published 2016 · Operations Research · 106 citations
Optimal learning with non-Gaussian rewards
published 2016 · Advances in Applied Probability · 9 citations · first circulated 2013
with Zi Ding
Sequential Selection with Unknown Correlation Structures
published 2015 · Operations Research · 32 citations
with Huashuai Qu, Michael C. Fu, Zi Ding
Approximate Bayesian inference for simulation and optimization
published 2015 · Springer proceedings in mathematics & statistics · 5 citations
The Knowledge Gradient Algorithm for a General Class of Online Learning Problems
published 2012 · Operations Research · 170 citations
with Warren B. Powell, Peter I. Frazier
Information Collection for Linear Programs with Uncertain Objective Coefficients
published 2012 · 16 citations
with Warren B. Powell
May the best man win: simulation optimization for match-making in e-sports
published 2011 · Winter Simulation Conference · 5 citations
with Awais Tariq, Warren B. Powell
Information Collection on a Graph
published 2011 · Operations Research · 42 citations
with Warren B. Powell
The value of information in multi-armed bandits with exponentially distributed rewards
published 2011 · Procedia Computer Science · 8 citations
with Warren B. Powell
On the robustness of a one-period look-ahead policy in multi-armed bandit problems
published 2010 · Procedia Computer Science · 24 citations
with Peter I. Frazier, Warren B. Powell
A Monte Carlo knowledge gradient method for learning abatement potential of emissions reduction technologies
published 2009 · Winter Simulation Conference · 9 citations
with Warren B. Powell
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