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Deep Learning

  • Research Focus

  • Industry Focus

Supply Chain Analytics; Intelligent Demand Forecasting; Data Driven Inventory Optimization; Food Supply Chain Resilience; Deep Learning Models and Algorithms; Stochastic Network Modeling and Optimization

Yuan Xue Ming

Senior Research Fellow
  • Supply Chain
  • Deep Learning, Demand Forecasting, Inventory Management, Network Modeling, Optimization, Stochastic Modeling
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Sparse estimation, regularization in deep learning, Bayesian optimization

Liu Peng

Adjunct Research Fellow
  • Bayesian models, Deep Learning
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Second order backward stochastic differential equations (2BSDEs), Stochastic control in finance and insurance, Valuation adjustments, Principal-Agent problems, Data analytics and information acquisition, Deep learning methods

Zhou Chao

Mathematics
  • Finance
  • Deep Learning, Stochastic Control
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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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