Machine Learning

Machine Learning, Information Theory and Statistics

Yang Junwen

Student
  • Information Theory, Machine Learning
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Statistics, Machine Learning

Lim Ek Hong

Alumni
  • Machine Learning, Statistical Analysis
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Finance, Decision making under Uncertainty, Machine Learning

Rayner Rebello

Student
  • Finance
  • Machine Learning, Optimisation Under Uncertainty
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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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Optimization, Revenue Management, Online Machine Learning

Tang Yuxuan

Student
  • Machine Learning, Optimization, Revenue Management
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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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Data-Driven Decision Making, Stochastic and Robust Optimization, Pricing and Revenue Management, Discrete Choice Models, Online Machine Learning, Sharing Economy in Transportation

Li Xiaobo

Assistant Professor
Industrial Systems Engineering and Management
  • Sharing Economy, Transportation
  • Data-driven Optimization, Discrete Choice Models, Machine Learning, Revenue Management, Robust Optimization
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Interface between ML and OR, Robustness Optimization (aka Satisficing)

Loke Gar Goei

Visiting Assistant Professor
Analytics & Operations
  • Machine Learning, Robustness Optimization
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Matrix Optimization Problems: algorithms, applications, and theory. In particular, large scale semidefinite programming. Fast algorithms for large scale statistical and machine learning problems. Iterative methods for large linear systems of equations, especially those arising in optimization.

Toh Kim Chuan

Research Director (Technical)
Mathematics
  • Algorithms, Machine Learning, Matrix Optimization, Semidefinite Programming
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Last-mile delivery, Prescriptive analytics, Machine learning

Victor Fernandez

Research Associate
  • Last-mile delivery
  • Machine Learning, Prescriptive Analytics
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