עקוב אחר
Michael A Osborne
Michael A Osborne
Professor of Machine Learning, University of Oxford
כתובת אימייל מאומתת בדומיין robots.ox.ac.uk - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
The future of employment: How susceptible are jobs to computerisation?‏
CB Frey, MA Osborne‏
Technological forecasting and social change 114, 254-280, 2017‏
165492017
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
7802013
The Future of skills: Employment in 2030‏
H Bakhshi‏
Pearson and Nesta, 2017‏
7002017
Gaussian process regression for forecasting battery state of health‏
RR Richardson, MA Osborne, DA Howey‏
Journal of Power Sources 357, 209-219, 2017‏
6432017
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
4052015
Gaussian processes for global optimization‏
MA Osborne, R Garnett, SJ Roberts‏
3rd International Conference on Learning and Intelligent Optimization (LION3 …, 2009‏
3632009
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
3462012
Gaussian Process Regression for In Situ Capacity Estimation of Lithium-Ion Batteries‏
RR Richardson, CR Birkl, MA Osborne, DA Howey‏
IEEE Transactions on Industrial Informatics 15 (1), 127-138, 2018‏
3442018
Probabilistic numerics and uncertainty in computations‏
P Hennig, MA Osborne, M Girolami‏
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2015‏
3192015
Technology at work: The future of innovation and employment‏
CB Frey, M Osborne‏
Citi GPS, 2015‏
3072015
Towards real-time information processing of sensor network data using computationally efficient multi-output Gaussian processes‏
MA Osborne, SJ Roberts, A Rogers, SD Ramchurn, NR Jennings‏
Proceedings of the 7th international conference on Information processing in …, 2008‏
2372008
Technology at work v2. 0: The future is not what it used to be‏
CB Frey, MA Osborne‏
Citi GPS: Global Perspectives & Solutions, 2016‏
2362016
On the limitations of representing functions on sets‏
E Wagstaff, F Fuchs, M Engelcke, I Posner, MA Osborne‏
International Conference on Machine Learning, 6487-6494, 2019‏
2242019
Battery health prediction under generalized conditions using a Gaussian process transition model‏
RR Richardson, MA Osborne, DA Howey‏
Journal of Energy Storage 23, 320-328, 2019‏
2172019
Bayesian optimization for sensor set selection‏
R Garnett, MA Osborne, SJ Roberts‏
Proceedings of the 9th ACM/IEEE International Conference on Information …, 2010‏
2172010
Probabilistic integration‏
FX Briol, CJ Oates, M Girolami, MA Osborne, D Sejdinovic‏
Statistical Science 34 (1), 1-22, 2019‏
214*2019
Bayesian Gaussian Processes for Sequential Prediction, Optimisation and Quadrature‏
M Osborne‏
PhD thesis, University of Oxford, 2010‏
1882010
Creativity vs robots: The creative economy and the future of employment‏
H Bakhshi, CB Frey, M Osbourne‏
Nesta, 2015‏
1612015
GLASSES: Relieving the myopia of Bayesian optimisation‏
J González, M Osborne, N Lawrence‏
Artificial Intelligence and Statistics, 790-799, 2016‏
1492016
Variational inference for Gaussian process modulated Poisson processes‏
C Lloyd, T Gunter, M Osborne, S Roberts‏
International Conference on Machine Learning, 1814-1822, 2015‏
1412015
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מאמרים 1–20