Ruihao Zhu

Cornell University

Ithaca, NY 14853

United States

  • Cornell University

SCHOLARLY PAPERS

11

DOWNLOADS
Rank 25,427

SSRN RANKINGS

Top 25,427

in Total Papers Downloads

3,541

SSRN CITATIONS
Rank 25,181

SSRN RANKINGS

Top 25,181

in Total Papers Citations

37

CROSSREF CITATIONS

7

Ideas:
“  Machine Learning, Revenue Management, Supply Chain Management  ”

  • Cornell University

Scholarly Papers (11)

Actions:
Email selected abstracts
1.

Calibrating Sales Forecast in a Pandemic Using Competitive Online Non-Parametric Regression

Number of pages: 42 Posted: 13 Aug 2020 Last Revised: 11 Apr 2022
David Simchi-Levi, Rui Sun, Michelle Xiao Wu and Ruihao Zhu
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) - Institute for Data, Systems, and Society (IDSS) and Cornell University
Downloads 900 (46,169)
Citation 1

Abstract:

Loading...

sales forecast, online learning, non-parametric regression, COVID-19 pandemic

2.

Hedging the Drift: Learning to Optimize Under Non-Stationarity

Forthcoming at Management Science
Number of pages: 49 Posted: 30 Oct 2018 Last Revised: 18 Mar 2021
Wang Chi Cheung, David Simchi-Levi and Ruihao Zhu
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Cornell University
Downloads 702 (64,578)
Citation 24

Abstract:

Loading...

data-driven decision-making, non-stationary bandit optimization, revenue management

3.

Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism

Number of pages: 56 Posted: 17 Jun 2019 Last Revised: 30 Aug 2021
Wang Chi Cheung, David Simchi-Levi and Ruihao Zhu
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Cornell University
Downloads 541 (89,594)

Abstract:

Loading...

reinforcement learning, data-driven decision making, confidence widening

4.

Meta Dynamic Pricing: Transfer Learning Across Experiments

Number of pages: 61 Posted: 06 Mar 2019 Last Revised: 31 Dec 2020
Hamsa Bastani, David Simchi-Levi and Ruihao Zhu
University of Pennsylvania - The Wharton School, Massachusetts Institute of Technology (MIT) - School of Engineering and Cornell University
Downloads 446 (113,116)
Citation 23

Abstract:

Loading...

Thompson sampling, transfer learning, dynamic pricing, meta learning

5.

Risk-Aware Linear Bandits: Theory and Applications in Smart Order Routing

Number of pages: 32 Posted: 09 Aug 2022 Last Revised: 23 Feb 2023
Jingwei Ji, Renyuan Xu and Ruihao Zhu
University of Southern California, University of Southern California - Epstein Department of Industrial & Systems Engineering and Cornell University
Downloads 267 (197,733)

Abstract:

Loading...

online learning, bandit, regret analysis, machine learning theory, smart order routing, algorithmic trading, mean-variance, risk-aware decision-making

6.

Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions

Number of pages: 51 Posted: 15 Nov 2022 Last Revised: 22 May 2023
Qing Feng, Ruihao Zhu and Stefanus Jasin
Cornell University - Operations Research and Industrial Engineering, Cornell University and University of Michigan, Stephen M. Ross School of Business
Downloads 255 (207,015)

Abstract:

Loading...

dynamic pricing, online learning, price protection, exploration-exploitation tradeoff

7.

Safe Data Collection for Offline and Online Policy Learning

Number of pages: 43 Posted: 10 Nov 2021 Last Revised: 05 Aug 2022
Ruihao Zhu and Branislav Kveton
Cornell University and Amazon Science
Downloads 223 (235,707)

Abstract:

Loading...

optimal design, experimental design, safety, off-policy learning

8.

PRINCIPRO: Data-Driven Algorithms for Joint Pricing and Inventory Control under Price Protection

Number of pages: 52 Posted: 24 Jul 2023
Qing Feng and Ruihao Zhu
Cornell University - Operations Research and Industrial Engineering and Cornell University
Downloads 107 (431,487)

Abstract:

Loading...

dynamic pricing, inventory control, online learning, price protection

9.

Learning to Price Supply Chain Contracts against a Learning Retailer

Number of pages: 53 Posted: 15 Nov 2022
Xuejun Zhao, Ruihao Zhu and William B. Haskell
Purdue University, Cornell University and Purdue University
Downloads 94 (471,365)

Abstract:

Loading...

online learning, supply chain contracts, data analytics

10.

Sailing through the Dark: Provably Sample-Efficient Inventory Control

Number of pages: 49 Posted: 08 Dec 2023
Hanzhang Qin, David Simchi-Levi and Ruihao Zhu
National University of Singapore (NUS), Massachusetts Institute of Technology (MIT) - School of Engineering and Cornell University
Downloads 6 (1,016,584)

Abstract:

Loading...

inventory control, dynamic programming, reinforcement learning, sample complexity

11.

Joint Patient Selection and Scheduling under No-Shows: Theory and Application in Proton Therapy

HKS Working Paper No. RWP19-019, Production and Operations Management 32.2 (February 2023): 547-563. https://doi.org/10.1111/poms.13886
Posted: 06 Jun 2019 Last Revised: 08 Feb 2023
Soroush Saghafian, Nikolaos Trichakis, Ruihao Zhu and Helen Shih
Harvard University - Harvard Kennedy School (HKS), Massachusetts Institute of Technology (MIT), Cornell University and Harvard University - Massachusetts General Hospital

Abstract:

Loading...

appointment scheduling, non-monotone submodular maximization, no-shows, index rules