Yonatan Gur

Stanford Graduate School of Business

655 Knight Way

Stanford, CA 94305-5015

United States

Netflix

Los Gatos, CA

United States

SCHOLARLY PAPERS

12

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5,006

SSRN CITATIONS
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SSRN RANKINGS

Top 13,864

in Total Papers Citations

92

CROSSREF CITATIONS

7

Scholarly Papers (12)

1.

Learning in Repeated Auctions with Budgets: Regret Minimization and Equilibrium

Management Science 65 (9), 3952-3968
Number of pages: 70 Posted: 23 Feb 2017 Last Revised: 02 Jan 2020
Santiago Balseiro and Yonatan Gur
Columbia University - Columbia Business School, Decision Risk and Operations and Stanford Graduate School of Business
Downloads 1,272 (28,080)
Citation 23

Abstract:

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Sequential auctions, online advertising, online learning, stochastic optimization, stochastic approximation, incomplete information, regret analysis, dynamic games

2.

Non-Stationary Stochastic Optimization

Operations Research. 2015, Vol. 63 (5), Pages 1227-1244.
Number of pages: 18 Posted: 20 Jul 2013 Last Revised: 15 Nov 2015
Omar Besbes, Yonatan Gur and Assaf Zeevi
Columbia University - Columbia Business School, Decision Risk and Operations, Stanford Graduate School of Business and Columbia University - Columbia Business School, Decision Risk and Operations
Downloads 850 (49,629)
Citation 27

Abstract:

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stochastic approximation, non-stationary, minimax regret, online convex optimization

3.

Optimization in Online Content Recommendation Services: Beyond Click-Through Rates

Manufacturing & Service Operations Management. 2016, Vol. 18 (1), Pages 15-33. , Columbia Business School Research Paper No. 14-33
Number of pages: 19 Posted: 01 Aug 2014 Last Revised: 02 Feb 2016
Omar Besbes, Yonatan Gur and Assaf Zeevi
Columbia University - Columbia Business School, Decision Risk and Operations, Stanford Graduate School of Business and Columbia University - Columbia Business School, Decision Risk and Operations
Downloads 788 (55,031)
Citation 8

Abstract:

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online services, dynamic assortment selection, data-driven optimization, recommendation systems, content marketing, digital marketing, path data.

4.

Optimal Exploration-Exploitation in a Multi-Armed-Bandit Problem with Non-Stationary Rewards

Stochastic Systems 9 (4), 319-337 (2019)
Number of pages: 30 Posted: 15 May 2014 Last Revised: 02 Jan 2020
Omar Besbes, Yonatan Gur and Assaf Zeevi
Columbia University - Columbia Business School, Decision Risk and Operations, Stanford Graduate School of Business and Columbia University - Columbia Business School, Decision Risk and Operations
Downloads 429 (117,665)
Citation 37

Abstract:

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Multi-armed bandit, exploration/exploitation, non-stationary, minimax regret

5.

Information Disclosure and Promotion Policy Design for Platforms

Management Science (forthcoming)
Number of pages: 93 Posted: 28 Oct 2019 Last Revised: 15 Dec 2022
Stanford Graduate School of Business, Stanford Graduate School of Business, Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 390 (131,300)
Citation 1

Abstract:

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Information design, Bayesian learning, revenue management, pricing, platforms, online marketplaces

6.

Framework Agreements in Procurement: An Auction Model and Design Recommendations

Manufacturing & Service Operations Management 19 (4), 586-603, Columbia Business School Research Paper No. 13-24
Number of pages: 18 Posted: 27 Apr 2013 Last Revised: 24 Nov 2017
Yonatan Gur, Lijian Lu and Gabriel Y. Weintraub
Stanford Graduate School of Business, HKUST Business School - ISOM Department and Stanford Graduate School of Business, Stanford University
Downloads 345 (150,767)
Citation 8

Abstract:

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Framework agreement, procurement, Auction, Bayesian Nash Equilibrium, mechanism design

7.

Sequential Procurement with Contractual and Experimental Learning

Management Science 68 (4), 2714-2731
Number of pages: 110 Posted: 13 Mar 2019 Last Revised: 03 May 2022
Yonatan Gur, Gregory Macnamara and Daniela Saban
Stanford Graduate School of Business, Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 291 (179,961)
Citation 1

Abstract:

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dynamic contracts, procurement, incomplete information, quality experimentation, learning, perfect Bayesian equilibrium, Gittins index

8.

Leveraging Consensus Effect to Optimize Ranking in Online Discussion Boards

Number of pages: 95 Posted: 20 Sep 2022 Last Revised: 14 Nov 2023
Gad Allon, Joseph Carlstein and Yonatan Gur
University of Pennsylvania - The Wharton School, University of Pennsylvania - The Wharton School and Stanford Graduate School of Business
Downloads 273 (192,131)

Abstract:

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Ranking, Online Platforms, Education Platforms, Discussion Boards, Dynamic Optimization, Data-Driven Optimization

9.

Equilibria in Repeated Games under No-Regret with Dynamic Benchmarks

Number of pages: 48 Posted: 20 Dec 2022 Last Revised: 19 Jul 2023
Ludovico Crippa, Yonatan Gur and Bar Light
Stanford Graduate School of Business, Stanford Graduate School of Business and Microsoft Research, NYC
Downloads 139 (352,684)

Abstract:

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Repeated Games, Incomplete Information, No Regret, Price of Anarchy

10.

Adaptive Sequential Experiments with Unknown Information Arrival Processes

Manufacturing & Service Operations Management, 24 (5), 2666-2684
Number of pages: 48 Posted: 26 Jul 2021 Last Revised: 22 Dec 2022
Yonatan Gur and Ahmadreza Momeni
Stanford Graduate School of Business and Stanford University
Downloads 83 (505,292)
Citation 1

Abstract:

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Sequential experiments, online learning, multi-armed bandits, transfer learning, minimax complexity, adaptive algorithms, product recommendations

11.

Smoothness-Adaptive Contextual Bandits

Operations Research 70 (6), 3198–3216
Number of pages: 78 Posted: 14 Sep 2021 Last Revised: 30 Dec 2022
Yonatan Gur, Ahmadreza Momeni and Stefan Wager
Stanford Graduate School of Business, Stanford University and Stanford University - Department of Statistics
Downloads 75 (536,282)
Citation 2

Abstract:

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Contextual multi-armed bandits, Holder smoothness, self-similarity, non-parametric confidence intervals, non-parametric estimation, experiment design

12.

Value Loss in Allocation Systems with Provider Guarantees

Management Science 67 (6), 3757-3784
Number of pages: 54 Posted: 04 Apr 2019 Last Revised: 09 Jul 2021
Yonatan Gur, Dan Iancu and Xavier Warnes
Stanford Graduate School of Business, Stanford Graduate School of Business and Stanford University - Woods Institute for the Environment
Downloads 71 (552,854)

Abstract:

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allocation systems, worker guarantees, fairness, efficiency loss, worst-case analysis