Ruihao Zhu

Massachusetts Institute of Technology (MIT) - School of Engineering

MA

United States

SCHOLARLY PAPERS

6

DOWNLOADS
Rank 37,144

SSRN RANKINGS

Top 37,144

in Total Papers Downloads

1,666

SSRN CITATIONS

5

CROSSREF CITATIONS

5

Ideas:
“  Business Analytics, Data Science, Machine Learning, Operations  ”

Scholarly Papers (6)

1.

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
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 549 (64,510)
Citation 8

Abstract:

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

2.

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

Number of pages: 40 Posted: 13 Aug 2020 Last Revised: 25 Oct 2021
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 419 (89,464)

Abstract:

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

3.

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

Number of pages: 56 Posted: 17 Jun 2019 Last Revised: 30 Aug 2021
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 307 (128,010)

Abstract:

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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
University of Pennsylvania - The Wharton School, Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 284 (137,496)
Citation 3

Abstract:

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Thompson sampling, transfer learning, dynamic pricing, meta learning

5.

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

HKS Working Paper No. RWP19-019
Number of pages: 33 Posted: 06 Jun 2019 Last Revised: 08 Jan 2021
Harvard University - Harvard Kennedy School (HKS), Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - School of Engineering and Harvard University - Massachusetts General Hospital
Downloads 90 (356,349)

Abstract:

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

6.

Safe Optimal Design with Applications in Policy Learning

Number of pages: 28 Posted: 10 Nov 2021
Ruihao Zhu and Branislav Kveton
Massachusetts Institute of Technology (MIT) - School of Engineering and Amazon Science
Downloads 17 (670,646)

Abstract:

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