Negin Golrezaei

Massachusetts Institute of Technology (MIT) - Sloan School of Management

100 Main Street

E62-416

Cambridge, MA 02142

United States

  • Massachusetts Institute of Technology (MIT) - Sloan School of Management

SCHOLARLY PAPERS

19

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102

Scholarly Papers (19)

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1.

Product Ranking on Online Platforms

Number of pages: 54 Posted: 06 Mar 2018 Last Revised: 17 Feb 2021
Mahsa Derakhshan, Negin Golrezaei, Vahideh Manshadi and Vahab Mirrokni
University of Maryland, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Yale School of Management and Google Research
Downloads 1,712 (21,007)
Citation 30

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Two-Stage Consumer Search, Product Ranking, Search Costs, Online Platforms

2.

Online Learning via Offline Greedy Algorithms: Applications in Market Design and Optimization

Chicago Booth Research Paper No. 20-27
Number of pages: 87 Posted: 25 Jun 2020 Last Revised: 06 Feb 2023
Rad Niazadeh, Negin Golrezaei, Joshua Wang, Fransisca Susan and Ashwinkumar Badanidiyuru
University of Chicago - Booth School of Business, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Google Inc. - Google Research Mountain View, Massachusetts Institute of Technology (MIT) - Sloan School of Management and Google Inc. - Google Research Mountain View
Downloads 1,254 (33,347)
Citation 16

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Online learning, submodular optimization, revenue management, Blackwell approachability

3.

Boosted Second Price Auctions: Revenue Optimization for Heterogeneous Bidders

Number of pages: 47 Posted: 12 Aug 2017 Last Revised: 17 Mar 2019
Negin Golrezaei, Max Lin, Vahab Mirrokni and Hamid Nazerzadeh
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Google Inc., Google Research and University of Southern California - Marshall School of Business
Downloads 1,122 (39,129)
Citation 8

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Boosted Second-price Auctions, Online Advertising, Heterogeneity, Brand, Retargeting

4.

Dynamic Pricing for Heterogeneous Time-Sensitive Customers

Number of pages: 63 Posted: 26 Jun 2017 Last Revised: 14 Oct 2018
Negin Golrezaei, Hamid Nazerzadeh and Ramandeep S. Randhawa
Massachusetts Institute of Technology (MIT) - Sloan School of Management, University of Southern California - Marshall School of Business and Marshall School of Business - University of Southern California
Downloads 865 (56,426)
Citation 3

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5.

Dynamic Incentive-Aware Learning: Robust Pricing in Contextual Auctions

Number of pages: 90 Posted: 22 Mar 2018 Last Revised: 19 Feb 2020
Negin Golrezaei, Adel Javanmard and Vahab Mirrokni
Massachusetts Institute of Technology (MIT) - Sloan School of Management, University of Southern California and Google Research
Downloads 618 (87,397)
Citation 15

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pricing, robust learning, strategic buyers repeated second-price auctions, online advertising

6.

Learning Product Rankings Robust to Fake Users

Number of pages: 114 Posted: 20 Oct 2020 Last Revised: 31 May 2022
Negin Golrezaei, Vahideh Manshadi, Jon Schneider and Shreyas Sekar
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Yale School of Management, Google Inc., New York and Operations Management Area, Rotman School of Management
Downloads 424 (138,547)
Citation 12

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product ranking, sequential search, online learning, fake users, online platforms

7.

Auction Design for ROI-Constrained Buyers

Number of pages: 35 Posted: 05 Mar 2018 Last Revised: 10 Sep 2020
Negin Golrezaei, Ilan Lobel and Renato Paes Leme
Massachusetts Institute of Technology (MIT) - Sloan School of Management, New York University (NYU) and Google Inc.
Downloads 348 (172,752)
Citation 5

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Return on Investment, Performance Buyers, Mechanism Design, Online Advertising.

8.

Non-Stationary Bandits with Auto-Regressive Temporal Dependency

Thirty-seventh Conference on Neural Information Processing Systems
Number of pages: 45 Posted: 09 Aug 2021 Last Revised: 12 Dec 2023
Qinyi Chen, Negin Golrezaei and Djallel Bouneffouf
Massachusetts Institute of Technology (MIT) - Operations Research Center, Massachusetts Institute of Technology (MIT) - Sloan School of Management and IBM Research
Downloads 330 (182,995)
Citation 2

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non-stationary bandits, autoregressive model, low-regret policy, online learning algorithms

9.

Interpolating Item and User Fairness in Multi-Sided Recommendations

Number of pages: 42 Posted: 18 Jun 2023 Last Revised: 28 May 2024
Qinyi Chen, Jason Cheuk Nam Liang, Negin Golrezaei and Djallel Bouneffouf
Massachusetts Institute of Technology (MIT) - Operations Research Center, Massachusetts Institute of Technology (MIT), Operations Research Center, Massachusetts Institute of Technology (MIT) - Sloan School of Management and IBM Research
Downloads 223 (272,162)

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fair recommendation, multi-sided platform, multi-stakeholder fairness, recommendation system, online learning algorithms

10.

Online Combinatorial Optimization with Group Fairness Constraints

MIT Sloan Research Paper No. 7065-24
Number of pages: 23 Posted: 13 May 2024
Negin Golrezaei, Rad Niazadeh, Kumar Kshitij Patel and Fransisca Susan
Massachusetts Institute of Technology (MIT) - Sloan School of Management, University of Chicago - Booth School of Business, Toyota Technological Institute at Chicago and Massachusetts Institute of Technology (MIT) - Sloan School of Management
Downloads 221 (274,549)

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Fairness, Combinatorial Optimization, Online Learning

11.

Fair Assortment Planning

Number of pages: 74 Posted: 20 May 2022 Last Revised: 21 Feb 2024
Qinyi Chen, Negin Golrezaei and Fransisca Susan
Massachusetts Institute of Technology (MIT) - Operations Research Center, Massachusetts Institute of Technology (MIT) - Sloan School of Management and Massachusetts Institute of Technology (MIT) - Sloan School of Management
Downloads 221 (274,549)
Citation 3

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assortment planning, fairness, online platforms, approximation algorithm, customer exposure

12.

Online Resource Allocation with Samples

Number of pages: 74 Posted: 20 Apr 2022 Last Revised: 08 Nov 2022
Negin Golrezaei, Patrick Jaillet and Zijie Zhou
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) - Electrical Engineering and Computer Science and Massachusetts Institute of Technology - Operations Research Center
Downloads 188 (318,926)
Citation 1

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online resource allocation, sample information, new resources, competitive ratio, COVID-19

13.

A Black-Box Reduction in Mechanism Design with Private Cost of Capital

Number of pages: 28 Posted: 18 Mar 2019
Santiago Balseiro, Negin Golrezaei, Vahab Mirrokni and Sadra Yazdanbod
Columbia University - Columbia Business School, Decision Risk and Operations, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Google Research and Google Inc.
Downloads 94 (548,415)
Citation 1

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14.

Optimal Learning for Structured Bandits

Number of pages: 88 Posted: 12 Aug 2020 Last Revised: 11 Jul 2023
Bart Van Parys and Negin Golrezaei
Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Sloan School of Management
Downloads 80 (604,949)
Citation 3

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Structured Bandits, Online Learning, Convex Duality, Mimicking Regret Lower Bound

15.

Improved Revenue Bounds for Posted-Price and Second-Price Mechanisms

Number of pages: 47 Posted: 12 Aug 2020
Hedyeh Beyhaghi, Negin Golrezaei, Renato Paes Leme, Martin Pál and Balasubramanian Sivan
Cornell University, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Google Inc., Google and Google Inc., New York
Downloads 52 (748,634)
Citation 2

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posted-price mechanisms, eager second-price auctions, multi-unit, position auctions, online advertising

16.

Active Learning for Non-Parametric Choice Models

Number of pages: 51 Posted: 10 Aug 2022
Fransisca Susan, Negin Golrezaei, Ehsan Emamjomeh-Zadeh and David Kempe
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Meta Platforms Inc and University of Southern California
Downloads 32 (897,892)

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Non-parametric choice models, Active learning, DAG representation

17.

Multi-Platform Budget Management in Ad Markets with Non-IC Auctions

Number of pages: 34 Posted: 18 Jun 2023
Fransisca Susan, Negin Golrezaei and Okke Schrijvers
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) - Sloan School of Management and Meta Platforms Inc
Downloads 31 (906,840)
Citation 1

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multi-platform auctions, budget-constrained bidders, non-IC auctions, pacing, primal-dual

18.

Online Resource Allocation with Convex-set Machine-Learned Advice

Number of pages: 74 Posted: 26 Jun 2023
Negin Golrezaei, Patrick Jaillet and Zijie Zhou
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) - Electrical Engineering and Computer Science and Massachusetts Institute of Technology - Operations Research Center
Downloads 17 (1,050,375)

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Online Resource Allocation, Machine-learned Advice, Convex Uncertainty Set, Single-leg Revenue Management, Pareto Optimal Algorithms, Robust Ratio, Consistent Ratio

19.

Learning in Repeated Multi-Unit Pay-As-Bid Auctions

Number of pages: 64
Rigel Galgana and Negin Golrezaei
affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Sloan School of Management
Downloads 0

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