Wang Chi Cheung

Lixing Lyu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Best Arm Identification with Resource Constraints.

[BibT_eX]

[DOI]

Zitian Li

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Nonstationary Reinforcement Learning: The Blessing of (More) Optimism.

[BibT_eX]

[DOI]

Manag. Sci., October, 2023

Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Non-Stationary Bandits with Knapsack Problems with Advice.

[BibT_eX]

[DOI]

Lixing Lyu

CoRR, 2023

Bandits with Knapsacks: Advice on Time-Varying Demands.

[BibT_eX]

[DOI]

Lixing Lyu

Proceedings of the International Conference on Machine Learning, 2023

Online Stochastic Allocation of Reusable Resources.

[BibT_eX]

[DOI]

Xilin Zhang

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Hedging the Drift: Learning to Optimize Under Nonstationarity.

[BibT_eX]

[DOI]

Manag. Sci., 2022

Inventory Balancing with Online Learning.

[BibT_eX]

[DOI]

Manag. Sci., 2022

2021

On the Pareto Frontier of Regret Minimization and Best Arm Identification in Stochastic Bandits.

[BibT_eX]

[DOI]

CoRR, 2021

Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Sampling-Based Approximation Schemes for Capacitated Stochastic Inventory Control Models.

[BibT_eX]

[DOI]

Math. Oper. Res., 2019

Capacity Allocation in Flexible Production Networks: Theory and Applications.

[BibT_eX]

[DOI]

Manag. Sci., 2019

Reinforcement Learning under Drift.

[BibT_eX]

[DOI]

CoRR, 2019

Exploration-Exploitation Trade-off in Reinforcement Learning on Online Markov Decision Processes with Global Concave Rewards.

[BibT_eX]

[DOI]

CoRR, 2019

Hedging the Drift: Learning to Optimize under Non-Stationarity.

[BibT_eX]

[DOI]

CoRR, 2019

Regret Minimization for Reinforcement Learning with Vectorial Feedback and Complex Objectives.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Thompson Sampling Algorithm for Cascading Bandits.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Learning to Optimize under Non-Stationarity.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Thompson Sampling for Cascading Bandits.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Technical Note - Dynamic Pricing and Demand Learning with Limited Price Experimentation.

[BibT_eX]

[DOI]

He Wang

Oper. Res., 2017

Assortment Optimization under Unknown MultiNomial Logit Choice Models.

[BibT_eX]

[DOI]

CoRR, 2017

2014

Improved Algorithms for Vertex Cover with Hard Capacities on Multigraphs and Hypergraphs.

[BibT_eX]

[DOI]

Michel X. Goemans

Sam Chiu-wai Wong

Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, 2014

2012

Throughput Optimization, Spectrum Allocation, and Access Control in Two-Tier Femtocell Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2012

Access control and cell association in two-tier femtocell networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Spectrum allocation and optimization in femtocell networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

2011

Stochastic analysis of two-tier networks: Effect of spectrum allocation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Energy Efficiency Analysis of Two-Tier Heterogeneous Networks.

[BibT_eX]

[DOI]