Machine Learning and Its Applications

(10 Oct 2022–28 Oct 2022)

Organizing Committee



  • Peter Bartlett  (Simons Institute for the Theory of Computing, UC Berkeley)
  • Hui Ji  (National University of Singapore)
  • Anqi Qiu  (National University of Singapore)

Contact Information

General Enquiries: ims-enquiry(AT)
Scientific Aspects Enquiries: qianxiao(AT)




The aim of this workshop is to bring together researchers in theoretical and applied machine learning, to share their work and to explore collaborative opportunities.

Workshop themes

  • Deep Learning Theory
  • Machine Learning Applications in Physical/Biological Sciences
  • Bayesian Approaches in Machine Learning
  • Interpretability, Fairness and Privacy in Machine Learning
  • Reinforcement Learning Theory



  • Tutorials (Week of 10 Oct)
  • Scientific Sessions: Machine Learning Applications (Week of 17 Oct)
  • Scientific Sessions: Machine Learning Theory (Week of 24 Oct)

24 October 2022, Deepavali is a Public Holiday.


Click here to register

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