張洵博士于2024年8月加入南方科技大學(xué)商學(xué)院擔(dān)任助理教授。
教育背景
博士畢業(yè)于新加坡國立大學(xué)工業(yè)系統(tǒng)工程與管理系，學(xué)士畢業(yè)于南京大學(xué)數(shù)學(xué)系。
研究興趣
研究興趣主要集中在漸近統(tǒng)計(jì)理論、在線資源分配和優(yōu)化算法上，應(yīng)用領(lǐng)域包括數(shù)據(jù)驅(qū)動(dòng)的庫存管理、航空收入管理和大規(guī)模機(jī)器學(xué)習(xí)。
他在包括《Operations Research》、《Journal of Machine Learning Research》、《Production and Operations Management》和《INFORMS Journal on Computing》等頂級(jí)期刊上發(fā)表了多篇論文，且有多篇論文正在審稿中。他還積極擔(dān)任INFORMS旗下幾個(gè)旗艦期刊的審稿人，包括《Operations Research》、《Management Science》和《Manufacturing & Service Operations Management》。
代表論文
X. Zhang*, W. B. Haskell, and Z. Ye. A Unifying Framework for Variance Reduction Algorithms for Finding Zeroes of Monotone Operators. Journal of Machine Learning Research, 23 (60), 1-44.
X. Zhang*, Z. Ye, and W. B. Haskell. Error Propagation in Asymptotic Analysis for Data-Driven Inventory Policies. Operations Research, 2024
W. Huang, X.Zhang. Randomized smoothing variance reduction method for large-scale non-smooth convex optimization. Operations Research Forum, 2(2), 26
X. Jiang, Z. Ye, T. Loon Ching, and X. Zhang*. "Risk Aversion in a Data-Driven Inventory Problem".
major revision at Production and Operations Management
H. Wang, X. Zhang, S. Ng, and S. Wang. "A Data-Driven Bayesian Nonparametric Approach for
Black-Box Optimization". major revision at Informs Journal on Computing
X. Zhang*, Z.Ye, and Yu. Wang. Data-driven Inventory Policies with Dependent Demands.
revised and resubmit at Operations Research.
X.Jiang, X.Hu, X.Zhang and Z.Ye. ''blinded for anonymity". review at MSOM.
