Stephen Roberts
Stephen Roberts
Professor of Engineering Science (Machine Learning, Information Engineering), University of Oxford
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Cited by
Cited by
A mutation in a case of early onset narcolepsy and a generalized absence of hypocretin peptides in human narcoleptic brains
C Peyron, J Faraco, W Rogers, B Ripley, S Overeem, Y Charnay, ...
Nature medicine 6 (9), 991-997, 2000
Characteristics and tectonic significance of supra-subduction zone ophiolites
JA Pearce, SJ Lippard, S Roberts
Geological Society, London, Special Publications 16 (1), 77-94, 1984
Conservative q-learning for offline reinforcement learning
A Kumar, A Zhou, G Tucker, S Levine
Advances in Neural Information Processing Systems 33, 1179-1191, 2020
Elective surgery cancellations due to the COVID-19 pandemic: global predictive modelling to inform surgical recovery plans
Journal of British Surgery 107 (11), 1440-1449, 2020
Exploiting nonlinear recurrence and fractal scaling properties for voice disorder detection
M Little, P Mcsharry, S Roberts, D Costello, I Moroz
Nature Precedings, 1-1, 2007
Gaussian processes for time-series modelling
S Roberts, M Osborne, M Ebden, S Reece, N Gibson, S Aigrain
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2013
Global patient outcomes after elective surgery: prospective cohort study in 27 low-, middle-and high-income countries
BJA: British Journal of Anaesthesia 117 (5), 601-609, 2016
Overlapping community detection using Bayesian non-negative matrix factorization
I Psorakis, S Roberts, M Ebden, B Sheldon
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 83 (6 …, 2011
Independent component analysis: principles and practice
S Roberts, R Everson
Cambridge University Press, 2001
Stochastic complexity measures for physiological signal analysis
IA Rezek, SJ Roberts
IEEE Transactions on Biomedical Engineering 45 (9), 1186-1191, 1998
Bayesian approaches to Gaussian mixture modeling
SJ Roberts, D Husmeier, I Rezek, W Penny
IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (11), 1133 …, 1998
A review of parametric modelling techniques for EEG analysis
J Pardey, S Roberts, L Tarassenko
Medical engineering & physics 18 (1), 2-11, 1996
A tutorial on variational Bayesian inference
CW Fox, SJ Roberts
Artificial intelligence review 38, 85-95, 2012
Arterial blood pressure responses to graded transient arousal from sleep in normal humans
RJ Davies, PJ Belt, SJ Roberts, NJ Ali, JR Stradling
Journal of Applied Physiology 74 (3), 1123-1130, 1993
A Gaussian process framework for modelling stellar activity signals in radial velocity data
V Rajpaul, S Aigrain, MA Osborne, S Reece, S Roberts
Monthly Notices of the Royal Astronomical Society 452 (3), 2269-2291, 2015
Micro-XRF core scanning in palaeolimnology: recent developments
SJ Davies, HF Lamb, SJ Roberts
Micro-XRF studies of sediment cores: Applications of a non-destructive tool …, 2015
Gaussian processes for global optimization
MA Osborne, R Garnett, SJ Roberts
A Gaussian process framework for modelling instrumental systematics: application to transmission spectroscopy
NP Gibson, S Aigrain, S Roberts, TM Evans, M Osborne, F Pont
Monthly notices of the royal astronomical society 419 (3), 2683-2694, 2012
EEG-based communication: a pattern recognition approach
WD Penny, SJ Roberts, EA Curran, MJ Stokes
IEEE transactions on Rehabilitation Engineering 8 (2), 214-215, 2000
A probabilistic resource allocating network for novelty detection
S Roberts, L Tarassenko
Neural Computation 6 (2), 270-284, 1994
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