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Machine Learning

  • Research Focus

  • Industry Focus

Information Theory, Machine Learning

Shuche Wang

Student
  • Information Theory, Machine Learning
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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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Optimization, Revenue Management, Online Machine Learning

Tang Yuxuan

Student
  • Machine Learning, Optimization, Revenue Management
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Financial technology, Operations research and machine learning in financial engineering

Jiang Gaozhe

Student
  • Finance
  • Machine Learning, Operations Research
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Dynamic Programming, Data Science, Machine Learning

Billy Tim Anthony

Student
  • Dynamic Programming, Machine Learning
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Optimization, Machine Learning

Lyu Lixing

Student
  • Machine Learning, Optimization
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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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Optimization, Statistics, Machine Learning

Bretislav Hajek

Student
  • Machine Learning, Optimization
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Adversarial machine learning, Distributionally robust optimization

Yue Zhao

Research Fellow
  • Distributionally Robust Optimization, Machine Learning
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Machine learning

Zhang Jingqi

Student
  • Machine Learning
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Finance, Decision making under Uncertainty, Machine Learning

Rayner Rebello

Student
  • Finance
  • Machine Learning, Optimisation Under Uncertainty
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Machine Learning, Information Theory and Statistics

Yang Junwen

Student
  • Information Theory, Machine Learning
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Information Theory, Machine Learning, Statistical Signal Processing

Tan Yan Fu Vincent

Associate Professor (Dean’s Chair)
Electrical and Computer Engineering, Mathematics
  • Information Theory, Machine Learning, Statistical Signal Processing
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Supply Chain Management, Machine Learning, Decision Making Under Uncertainty

Wu Meixi

Student
  • Supply Chain
  • Machine Learning, Optimisation Under Uncertainty
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Machine Learning Model Development, Statistical Methods & Forecasting, AI/ML at the Intersection of Business & Technology

Poorva Pandya

Research Assistant
  • Forecasting, Machine Learning, Statistical Analysis
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Intelligent Transportation Systems, Connected and Automated Vehicles, Machine learning applications in transportation

Xie Yuntong

Student
  • Transportation
  • Machine Learning
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Data analytics, Machine learning, Econometrics

Hou Xinyu

Student
  • Econometrics, 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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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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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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The Institute of Operations Research and Analytics (IORA) is a part of NUS’s Smart Nation Research Cluster.

Innovation 4.0, 3 Research Link, #04-01, Singapore 117602

IORA

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