Machine Learning

Data analytics, Machine learning, Econometrics

Hou Xinyu

Student
  • Econometrics, Machine Learning
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Energy Finance, Time Series Analysis, Quantitative Finance, Explainable Machine Learning

Li Wei

Research Fellow
  • Finance
  • Machine Learning
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Intelligent Transportation Systems, Traffic flow theory and traffic control, Multimodal transportation systems, Shared Mobility, Connected and Automated Vehicles, Machine learning and blockchain applications in transportation

Yang Kaidi

Assistant Professor
Civil and Environmental Engineering
  • Traffic Control, Transportation
  • Blockchain, Machine Learning
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Bayesian Statistics, Machine Learning

Lae Chung Khim

Adjunct Research Fellow
  • Machine Learning
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Privacy and Fairness in Data Mining and Machine Learning; Machine Learning; Evolutionary Multi-Objective Optimization; Constraint Programming

Cheng Peng

Senior Research Fellow
  • Constraint Programming, Machine Learning
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Information Theory, Machine Learning

Shuche Wang

Student
  • Information Theory, Machine Learning
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Adversarial machine learning, Distributionally robust optimization

Yue Zhao

Research Fellow
  • Distributionally Robust Optimization, Machine Learning
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My research interests lie broadly inside probability theory and its applications in statistics, machine learning and nonlinear systems. My recent research involves investigating the behavior of algorithms, e.g. EnKF, MCMC and SGD, when the problem dimension is high. One of the common theme is that we can show stable performance of these algorithms, if certain intrinsic structures can be exploited

Tong Xin

Assistant Professor
Mathematics
  • Machine Learning
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Optimization, Statistics, Machine Learning

Bretislav Hajek

Student
  • Machine Learning, Optimization
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Federated Learning , Machine Learning

Li Wenqian

Student
  • Learning, Machine Learning
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Optimization, Machine Learning

Lyu Lixing

Student
  • Machine Learning, Optimization
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Predictive modelling using machine learning methods, Large scale linear optimization, Robust optimization

Zhu Shaowen

Student
  • Machine Learning, Robust Optimization
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