Imperial College London
Department of Computing
Statistical Machine Learning
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Research

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Teaching and Student Projects

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  • Student Projects at SML
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News

  • PLOS ONE paper accepted 2018-01-18
  • Two papers accepted at AISTATS 2018 2018-01-09
  • Best Reviewer Award to Hugh Salimbeni 2017-12-10
  • New lab member: Sesh Kumar 2017-12-07
  • New lab members 2017-10-01
  • Two papers accepted at NIPS 2017 2017-09-18
  • Deep RL Survey accepted at IEEE SPM 2017-08-24
  • Tutorial at Deep Learning Indaba 2017-07-18
  • GP Tutorial at WASP Summer School 2017-07-18
  • Papers accepted at ECML 2017 2017-06-29

Code

Check out our github directory

ProjectB (MSc project by D Ulmasov): User interface for Bayesian optimization toolbox pybo

PILCO:
Code, User Manual, Website

Rauch-Tung-Striebel Smoothers (EKS, UKS, CKS, Gibbs-RTSS):
Code

GP-RTSS Smoothing in Gaussian process dynamical systems:
Code

GPDP: Gaussian process dynamic programming:
Code, requires additionally the 2007-version of Carl Rasmussen’s gpml package

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Imperial College London, South Kensington Campus, London SW7 2AZ, tel: +44 (0)20 7589 5111
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