Working Papers

Du Chen, Geoffrey A. Chua*. An Algorithmic Approach to Managing Supply Chain Data Security: The Differentially Private Newsvendor, resubmitted to Operations Research

Publications

“*” indicates corresponding author

Du Chen*, Geoffrey A. Chua. Noisy Dual Mirror Descent: A Near Optimal Algorithm for Jointly-DP Convex Resource Allocation, NeurIPS 2024, forthcoming
Du Chen*, Geoffrey A. Chua. Differentially Private Stochastic Convex Optimization under a Quantile Loss Function, Proceedings of the 40th International Conference on Machine Learning (ICML 2023), PMLR 202:4435-4461, 2023. [Poster]

Xun Zhang, Du Chen*. Target-oriented Robust Satisficing Models for the Single Machine Scheduling Problems with Release Time [J], Computers & Operations Research, 2024, 167: 106642.
Xun Zhang, Du Chen*. Prepositioning Network Design for Humanitarian Relief Purposes under Correlated Demand Uncertainty [J]. Computers & Industrial Engineering, 2023, 182: 109365.
Du Chen, Yuming Deng, Guangrui Ma, Hao Ge, Yunwei Qi, Ying Rong, Xun Zhang, and Huan Zheng*. (2020), Inventory Based Recommendation Algorithms [C]. 2020 IEEE International Conference on Big Data (Big Data). IEEE, 2020: 617-622.
Du Chen*. (2020), Prepositioning Network Design for Disaster Reliefs: Stochastic Models and $\Psi$-Expander Models Comparison [J]. Computers & Industrial Engineering, 2020, 140: 106214.

Last updated: Sep, 2024