Henry Lam

Columbia University

3022 Broadway

New York, NY 10027

United States

  • Columbia University

SCHOLARLY PAPERS

4

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387

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Scholarly Papers (4)

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1.

A New Likelihood Ratio Method for Training Artificial Neural Networks

Number of pages: 33 Posted: 07 Feb 2019 Last Revised: 11 May 2021
Yijie Peng, Li Xiao, Bernd Heidergott, L. Jeff Hong and Henry Lam
Peking University, Chinese Academy of Sciences (CAS), VU University Amsterdam, Hong Kong University of Science & Technology (HKUST) and Columbia University
Downloads 186 (244,512)

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simulation, stochastic gradient estimation, artificial neural network, image identification

2.

Assortment Optimization over Dense Universe is Easy

Number of pages: 36 Posted: 11 Aug 2020
Kumar Goutam, Vineet Goyal and Henry Lam
Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Columbia University - Department of Industrial Engineering and Operations Research (IEOR) and Columbia University
Downloads 114 (361,165)

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Assortment Optimization, Mixed MNL, Dense Universe

3.

Dynamic Congestion Pricing for Ridesourcing Traffic: A Simulation Optimization Approach

Proceedings of Winter Simulation Conference, 2019
Number of pages: 12 Posted: 04 Dec 2019
Qi Luo, Zhiyuan Huang and Henry Lam
Clemson University, Department of Industrial Engineering, Tongji University - School of Economics and Management and Columbia University
Downloads 77 (464,030)

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4.

Training Deep Q-Network via Monte Carlo Tree Search for Adaptive Bitrate Control in Video Delivery

Number of pages: 40 Posted: 11 Dec 2022
Xiaotian Liu, Henry Lam and Yijie Peng
Peking University, Columbia University and Peking University
Downloads 10 (861,568)

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video delivery, reinforcement learning, deep Q network, monte carlo tree search, common random number