Rad Niazadeh

University of Chicago - Booth School of Business

Assistant Professor

5807 S Woodlawn Ave

Chicago, IL 60637

http://radniazadeh.github.io/

SCHOLARLY PAPERS

14

DOWNLOADS
Rank 18,954

SSRN RANKINGS

Top 18,954

in Total Papers Downloads

3,723

SSRN CITATIONS
Rank 40,504

SSRN RANKINGS

Top 40,504

in Total Papers Citations

7

CROSSREF CITATIONS

11

Ideas:
“  I study the interplay between algorithms (for computation), data (for learning), and incentives (for modeling strategic behavior) in real-time operations management. My primary research goal is to develop and advance the modern theoretical methodologies used by market algorithms/mechanisms in dynamic and complex environments. I leverage the theory to address various operational challenges in practice, ranging from designing computationally and economically efficient (or profitable) online marketplaces, to designing socially-aware decision making policies (for equity, fairness, and non-discrimination) in operations of governmental agencies and non-profit organizations.  ”

Scholarly Papers (14)

1.

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

Chicago Booth Research Paper No. 20-27
Number of pages: 82 Posted: 25 Jun 2020 Last Revised: 19 Jan 2022
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 856 (38,956)
Citation 2

Abstract:

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Online learning, submodular optimization, revenue management, Blackwell approachability

2.

Two-stage Stochastic Matching and Pricing with Applications to Ride Hailing

Chicago Booth Research Paper No. 20-28
Number of pages: 58 Posted: 22 Jul 2020 Last Revised: 25 Jan 2022
Yiding Feng, Rad Niazadeh and Amin Saberi
Microsoft Corporation - Microsoft Research New England, University of Chicago - Booth School of Business and Stanford University - Department of Management Science & Engineering
Downloads 615 (60,344)
Citation 3

Abstract:

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Online matching, Ride hailing, Pricing

3.

Linear Programming Based Online Policies for Real-Time Assortment of Reusable Resources

Chicago Booth Research Paper No. 20-25
Number of pages: 64 Posted: 17 Jul 2019 Last Revised: 11 Sep 2020
Yiding Feng, Rad Niazadeh and Amin Saberi
Microsoft Corporation - Microsoft Research New England, University of Chicago - Booth School of Business and Stanford University - Department of Management Science & Engineering
Downloads 449 (88,939)
Citation 7

Abstract:

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real-time assortment; reusable resources; revenue management; online algorithms

4.

Near-Optimal Experimental Design for Networks: Independent Block Randomization

Chicago Booth Research Paper No. 21-17
Number of pages: 68 Posted: 01 Jun 2021 Last Revised: 30 Sep 2021
Ozan Candogan, Chen Chen and Rad Niazadeh
University of Chicago - Booth School of Business, University of Chicago - Booth School of Business and University of Chicago - Booth School of Business
Downloads 362 (113,888)

Abstract:

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Experimental design, cluster-based randomization, social networks, interference, approximation algorithms, asymptotic optimality.

5.

Batching and Optimal Multi-stage Bipartite Allocations

Chicago Booth Research Paper No. 20-29
Number of pages: 45 Posted: 10 Sep 2020 Last Revised: 24 Aug 2021
Yiding Feng and Rad Niazadeh
Microsoft Corporation - Microsoft Research New England and University of Chicago - Booth School of Business
Downloads 360 (114,615)
Citation 3

Abstract:

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Online algorithms, Matching, Batching, Online allocations, Ad allocation

6.

Near-Optimal Bayesian Online Assortment of Reusable Resources

Chicago Booth Research Paper No. 20-40
Number of pages: 50 Posted: 21 Oct 2020 Last Revised: 10 May 2022
Yiding Feng, Rad Niazadeh and Amin Saberi
Microsoft Corporation - Microsoft Research New England, University of Chicago - Booth School of Business and Stanford University - Department of Management Science & Engineering
Downloads 240 (174,349)
Citation 4

Abstract:

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Assortment optimization, Online assortment, Reusable resources, Competitive analysis, Online algorithms

7.

Sequential Submodular Maximization and Applications to Ranking an Assortment of Products

Chicago Booth Research Paper No. 20-26
Number of pages: 49 Posted: 18 Mar 2020 Last Revised: 25 Jan 2022
City University of New York, University of Chicago - Booth School of Business, Stanford University - Department of Management Science & Engineering and Stanford University, Management Science & Engineering
Downloads 174 (233,614)
Citation 2

Abstract:

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Product Ranking, Submodular Maximization, Online Platforms, Online Retail, Group Fairness

8.

Online Assortment of Reusable Resources with Exogenous Replenishment

Number of pages: 37 Posted: 02 Mar 2021
Yiding Feng, Rad Niazadeh and Amin Saberi
Microsoft Corporation - Microsoft Research New England, University of Chicago - Booth School of Business and Stanford University - Department of Management Science & Engineering
Downloads 172 (235,967)

Abstract:

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9.

Linear Programming Based Near-Optimal Pricing for Laminar Bayesian Online Selection

Chicago Booth Research Paper No. 20-24
Number of pages: 31 Posted: 05 Aug 2019 Last Revised: 11 Sep 2020
Nima Anari, Rad Niazadeh, Amin Saberi and Ali Shameli
Stanford University - Computer Science Department, University of Chicago - Booth School of Business, Stanford University - Department of Management Science & Engineering and Stanford University, Management Science & Engineering
Downloads 133 (290,214)

Abstract:

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Bayesian online selection; Prophet inequalities; PTAS; Dynamic programming

10.

Combinatorial Bernoulli Factories: Matchings, Flows and Other Polytopes

Number of pages: 41 Posted: 13 Jan 2021
Rad Niazadeh, Renato Paes Leme and Jon Schneider
University of Chicago - Booth School of Business, Google Inc. and Google Inc., New York
Downloads 122 (309,593)

Abstract:

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Bernoulli factories; Exact sampling; Exact simulation; Geometric combinatorics

11.

Fair Dynamic Rationing

Number of pages: 61 Posted: 02 Feb 2021 Last Revised: 16 Feb 2022
Vahideh Manshadi, Rad Niazadeh and Scott Rodilitz
Yale School of Management, University of Chicago - Booth School of Business and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 82 (403,845)

Abstract:

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rationing, fair allocation, social goods, correlated demands, online resource allocation

12.

Fast Core Pricing for Rich Advertising Auctions

Chicago Booth Research Paper No. 20-39, Operations Research, Forthcoming
Number of pages: 51 Posted: 21 Oct 2020 Last Revised: 29 Oct 2020
University of Chicago - Booth School of Business, affiliation not provided to SSRN, Microsoft Research, Amazon and Microsoft Research
Downloads 76 (418,833)

Abstract:

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Core-Selecting Auctions, Combinatorial Auctions, Package Auctions, VCG, Advertising Auction

13.

Optimal Multi-stage Configuration Allocation with Applications to Video Advertising

Number of pages: 25 Posted: 20 Sep 2021
Yiding Feng and Rad Niazadeh
Microsoft Corporation - Microsoft Research New England and University of Chicago - Booth School of Business
Downloads 71 (434,680)

Abstract:

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Video Advertising, Display Ads, Online Allocations, Primal-Dual, Convex Programming

14.

Descending Price Auctions with Bounded Number of Price levels and Batched Prophet Inequality

Number of pages: 34 Posted: 28 Mar 2022
affiliation not provided to SSRN, Fuqua School of Business, University of Toronto - Rotman School of Management and University of Chicago - Booth School of Business
Downloads 11 (759,091)

Abstract:

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Clock auction, First price auction, Bayesian online selection, Optimal auction