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Stephen Roberts
Stephen Roberts
Professor of Engineering Science (Machine Learning, Information Engineering), University of Oxford
Verified email at robots.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
23502000
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
18111984
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
13462020
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
9902007
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
7062013
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
4902016
Overlapping community detection using Bayesian non-negative matrix factorization
I Psorakis, S Roberts, M Ebden, B Sheldon
Physical Review E 83 (6), 066114, 2011
4662011
Independent component analysis: principles and practice
S Roberts, R Everson
Cambridge University Press, 2001
4392001
Stochastic complexity measures for physiological signal analysis
IA Rezek, SJ Roberts
IEEE Transactions on Biomedical Engineering 45 (9), 1186-1191, 1998
4191998
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
4171998
A review of parametric modelling techniques for EEG analysis
J Pardey, S Roberts, L Tarassenko
Medical engineering & physics 18 (1), 2-11, 1996
4001996
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
3881993
A tutorial on variational Bayesian inference
CW Fox, SJ Roberts
Artificial intelligence review 38, 85-95, 2012
3782012
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
3562015
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
3542015
Gaussian processes for global optimization
MA Osborne, R Garnett, SJ Roberts
3452009
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
3272012
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
3272000
A probabilistic resource allocating network for novelty detection
S Roberts, L Tarassenko
Neural Computation 6 (2), 270-284, 1994
3081994
Migration and stopover in a small pelagic seabird, the Manx shearwater Puffinus puffinus: insights from machine learning
T Guilford, J Meade, J Willis, RA Phillips, D Boyle, S Roberts, M Collett, ...
Proceedings of the Royal Society B: Biological Sciences 276 (1660), 1215-1223, 2009
2982009
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