Stephen Roberts
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Stephen Roberts, FREng, FIET, FRSS
Professor of Machine Learning
Tel: +44 (0)1865 616626 (direct)
E-mail: sjrob AT robots.ox.ac.uk
Stephen's main area of research lies in the theory and application of machine learning for data analysis, especially sequential data and dynamical systems. He has particular interest in the development of machine learning theory to help create robust, reliable and uncertainty-aware solutions for real-world applications. Current research develops theory and methodology for application across diverse problem domains including astrophysics, environment and ecology, finance and data-centric engineering. He leads the
Machine Learning Research Group
, is a Professorial Fellow of
Somerville College
, founding Director of the
EPSRC Centre for Doctoral Training in Autonomous, Intelligent Machines and Systems (AIMS)
, Director of the Oxford
ELLIS
unit and was Director of the
Oxford-Man Institute
from 2015-2021. Stephen is Co-Founder and Scientific Advisor of
Mind Foundry
, PI of Oxford's
Schmidt AI in Science Postdoctoral Fellowship programme
and co-I of the
Intelligent Earth Centre for Doctoral Training
.
News & Events
We are hiring -
Postdoctoral Research Assistant in Bioacoustic Ecological Monitoring (deadline May 22 2024)
Stabilizing Off-Policy Deep Reinforcement Learning from Pixels - ICML-2022 talk
Challenges In Deploying And Monitoring Machine Learning Systems - NeurIPS Virtual Workshop, Friday, 9th of December 2022
Recent conference acceptances, January 2022
NeurIPS 2021 papers
ICML and UAI acceptances 2021
AISTATS and ICLR 2021 papers
NeurIPS 2020 papers
ICML 2020 papers
Outreach
Some Public Talks
Highlighted projects
Intelligent Earth Centre for Doctoral Training
Schmidt AI in Science Postdoctoral Fellowship programme
EPSRC Centre for Doctoral Training in Autonomous, Intelligent Machines and Systems (AIMS)
Oxford-Man Institute of Quantitative Finance
Oxford ELLIS unit
Human-Agent Collectives - ORCHID
Humbug - acoustic mosquito detection