Research

Journal Papers

Equilibria under Dynamic Benchmark Consistency in Non-Stationary Multi-Agent Systems. Under review. With Ludovico Crippa and Bar Light.

Incentivized Exploration via Filtered Posterior Sampling. Under review. With Anand Kalvit and Aleksandrs Slivkins.

Leveraging Consensus Effect to Optimize Ranking in Online Discussion Boards. Forthcoming in M&SOM. With Gad Allon and Joseph Carlstein.

second place at M&SOM 2023 biennial practice-based paper competition

Information Disclosure and Promotion Policy Design for Platforms. Management Science, 2023, 69 (10), 5883-5903. With Gregory Macnamara, Ilan Morgenstern, and Daniela Saban.

Smoothness-Adaptive Contextual Bandits. Operations Research, 2022, 70 (6), 3198–3216. With Ahmadreza Momeni and Stefan Wager.

honorable mention at INFORMS 2020 Nicholson student paper award (A. Momeni)

Adaptive Sequential Experiments with Unknown Information Arrival Processes. M&SOM, 2022, 24 (5), 2666-2684. With Ahmadreza Momeni.

finalist of INFORMS Applied Probability Society 2018 student paper award (A. Momeni)

Sequential Procurement with Contractual and Experimental Learning. Management Science, 2022, 68 (4), 2714-2731. With Gregory Macnamara and Daniela Saban.

finalist of INFORMS Revenue Management & Pricing Section 2019 student paper award (G. Macnamara)

Value Loss in Allocation Systems with Provider Guarantees. Management Science, 2021, 67 (6), 3757-3784. With Dan A. Iancu and Xavier Warnes.

Optimal Exploration-Exploitation in a Multi-Armed-Bandit Problem with Non-Stationary Rewards. Stochastic Systems, 2019, 9 (4), 319-337. With Omar Besbes and Assaf Zeevi.

part of a series of papers recognized by the 2019 Lanchester Prize

Learning in Repeated Auctions with Budgets: Regret Minimization and Equilibrium. Management Science, 2019, 65 (9), 3952-3968. With Santiago R. Balseiro.

featured article with associated entry in Management Science Review, with preface by Nicolas Stier-Moses and Ramesh Johari.
honorable mention at the INFORMS 2018 Junior Faculty Interest Group (JFIG) paper award
featured in Insights by Stanford Business

The Competitive Facility Location Problem for a Duopoly: Advances Beyond Trees. Operations Research, 2018, 66 (4), 1058-1067. With Daniela Saban and Nicolas E. Stier-Moses.

online companion available here

Framework Agreements in Procurement: An Auction Model and Design Recommendations. M&SOM, 2017, 19 (4), 586-603. With Lijian Lu and Gabriel Y. Weintraub.

early version appeared in Charting a Course in Public Procurement, Innovation & Knowledge Sharing, International Public Procurement Conference Publications (practitioners’ outlet), 2012
online companion available here and additional supporting material available here

Optimization in Online Content Recommendation Services: Beyond Click-Through Rates. M&SOM, 2016, 18 (1), 15-33. With Omar Besbes and Assaf Zeevi.

lead article of the special issue on practice focused research
first place at the 2014 M&SOM student paper award
featured in M&SOM Review and in Insights by Stanford Business
online companion available here

Non-Stationary Stochastic Optimization. Operations Research, 2015, 63 (5), 1227-1244. With Omar Besbes and Assaf Zeevi.

part of a series of papers recognized by the 2019 Lanchester Prize
honorable mention at INFORMS 2013 Nicholson student paper award
online companion available here

Peer Reviewed Conference Proceedings (Partial List)

Incentivized Exploration via Filtered Posterior Sampling. Proceeding of the 25th ACM Conference on Economics and Computation (EC 2024). With Anand Kalvit and Aleksandrs Slivkins.

Confounding Equilibria for Platforms with Private Information on Promotion Value. Proceeding of the 17th Conference on Web and Internet Economics (WINE 2021), M. Feldman, H. Fu, and I. Talgam-Cohen (editors). With Gregory Macnamara, Ilan Morgenstern, and Daniela Saban.

Adaptive Learning with Unknown Information Flows. Advances in Neural Information Processing Systems 31 (NeurIPS 2018), S. Bengio, H. Wallach, H. Larochelle, K. Grauman, N. Cesa-Bianchi, and R. Garnett (editors), 7473-7482. With Ahmadreza Momeni.

Learning in Repeated Auctions with Budgets: Regret Minimization and Equilibrium. Proceeding of the 18th ACM Conference on Economics and Computation (EC 2017). With Santiago R. Balseiro.

Stochastic Multi-Armed Bandit Problem with Non-stationary Rewards. Advances in Neural Information Processing Systems 27 (NIPS 2014), Z. Ghahramani, M. Welling, C. Cortes, N. D. Lawrence, and K. Q. Weinberger (editors), 199-207. With Omar Besbes and Assaf Zeevi.

A facility Location Problem Under Competition. Proceedings of the 6th Workshop on the Economics of Networks, Systems & Computation (NetEcon 2011), J. Douceur and A. Ozdaglar (editors). With Nicolas E. Stier-Moses.

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