Chonghuan Wang

Massachusetts Institute of Technology (MIT)

77 Massachusetts Avenue

50 Memorial Drive

Cambridge, MA 02139-4307

United States

SCHOLARLY PAPERS

6

DOWNLOADS
Rank 47,994

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Top 47,994

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1,887

SSRN CITATIONS

6

CROSSREF CITATIONS

0

Scholarly Papers (6)

1.

Multi-armed Bandit Experimental Design: Online Decision-making and Adaptive Inference

Number of pages: 52 Posted: 28 Sep 2022 Last Revised: 02 Nov 2023
David Simchi-Levi and Chonghuan Wang
Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 670 (72,735)
Citation 3

Abstract:

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Adaptive Experimental Design, Multi-armed Bandit, Online Learning, Treatment Effect, Minimax Multi-Objective Optimization, Pareto Optimality

2.

Context-Based Dynamic Pricing with Separable Demand Models

Number of pages: 72 Posted: 27 Jun 2022 Last Revised: 11 Oct 2023
Jinzhi Bu, David Simchi-Levi and Chonghuan Wang
The Hong Kong Polytechnic University, Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 418 (129,999)

Abstract:

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Separable Demand, Dynamic Pricing, Contextual Information, Online Learning

3.

Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk

Number of pages: 53 Posted: 16 Feb 2023
David Simchi-Levi and Chonghuan Wang
Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 329 (169,155)

Abstract:

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Adaptive Experimental Design, Treatment Effect, Revenue Management, Online Learning, Risk Control, Dynamic Pricing

4.

Non-stationary Experimental Design under Structured Trends

Number of pages: 54 Posted: 25 Jul 2023 Last Revised: 20 Oct 2023
David Simchi-Levi, Chonghuan Wang and Zeyu Zheng
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) and University of California, Berkeley
Downloads 266 (210,926)
Citation 1

Abstract:

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Adaptive Experimental Design, Non-stationary, Online Learning, Treatment Effect

5.

Contextual Offline Demand Learning and Pricing with Separable Models

Number of pages: 43 Posted: 28 Nov 2023 Last Revised: 23 Dec 2023
City University of Hong Kong (CityU) - Department of Management Sciences, Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS), Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS)
Downloads 135 (389,046)

Abstract:

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Separable Model, Pricing, Contextual Information, Revenue Management

6.

On Experimentation With Heterogeneous Subgroups: An Asymptotic Optimal δ-Weighted-PAC Design

Number of pages: 40 Posted: 19 Feb 2024
David Simchi-Levi, Chonghuan Wang and Jiamin Xu
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) and Fudan University - School of Mathematics and Science
Downloads 69 (603,647)

Abstract:

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Adaptive Experimental Design, Best Arm Identification