Zikun Ye

University of Washington - Michael G. Foster School of Business

Seattle, WA 98195

United States

SCHOLARLY PAPERS

4

DOWNLOADS
Rank 41,264

SSRN RANKINGS

Top 41,264

in Total Papers Downloads

2,318

SSRN CITATIONS

12

CROSSREF CITATIONS

1

Scholarly Papers (4)

1.

Cold Start to Improve Market Thickness on Online Advertising Platforms: Data-Driven Algorithms and Field Experiments

Number of pages: 71 Posted: 19 Nov 2020 Last Revised: 10 Dec 2021
University of Washington - Michael G. Foster School of Business, Washington University in St. Louis - John M. Olin Business School, Supply Chain Management Department - W.P.Carey School of Business, The Chinese University of Hong Kong, Georgia Institute of Technology - H. Milton Stewart School of Industrial and Systems Engineering and affiliation not provided to SSRN
Downloads 1,290 (30,501)
Citation 1

Abstract:

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Cold Start Problem, Online Advertising, Contextual Bandit, Two-Sided Field Experiment

2.

Deep-Learning-Based Causal Inference for Large-Scale Combinatorial Experiments: Theory and Empirical Evidence

Number of pages: 71 Posted: 14 Mar 2023 Last Revised: 25 Jan 2024
University of Washington - Michael G. Foster School of Business, Washington University in St. Louis, Washington University in St. Louis - John M. Olin Business School, Supply Chain Management Department - W.P.Carey School of Business and The Chinese University of Hong Kong
Downloads 745 (65,570)

Abstract:

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Deep Learning, Double Machine Learning, Causal Inference, Field Experiments, Experimentation on Online Platforms

3.

Efficient Algorithms for A Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management

Number of pages: 68 Posted: 06 May 2022 Last Revised: 13 Jul 2024
Xin Chen, Niao He, Yifan Hu and Zikun Ye
Georgia Institute of Technology - H. Milton Stewart School of Industrial and Systems Engineering, ETH Zürich, University of Illinois at Urbana-Champaign and University of Washington - Michael G. Foster School of Business
Downloads 193 (295,122)
Citation 1

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stochastic nonconvex optimization, hidden convexity, gradient methods, passenger network revenue management, air-cargo network revenue management

4.

LOLA: LLM-Assisted Online Learning Algorithm for Content Experiments

Number of pages: 48 Posted: 05 Jun 2024
University of Washington - Michael G. Foster School of Business, University of Washington and University of Toronto, Toronto, Canada
Downloads 90 (533,673)

Abstract:

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LLMs, Content Experiments, Bandits, News