The future of employment: How susceptible are jobs to computerisation? CB Frey, MA Osborne Technological forecasting and social change 114, 254-280, 2017 | 15219 | 2017 |
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 | 735 | 2013 |
The future of skills: Employment in 2030 H Bakhshi, J Downing, M Osborne, P Schneider Pearson, 2017 | 642 | 2017 |
Gaussian process regression for forecasting battery state of health RR Richardson, MA Osborne, DA Howey Journal of Power Sources 357, 209-219, 2017 | 581 | 2017 |
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 | 374 | 2015 |
Gaussian processes for global optimization MA Osborne, R Garnett, SJ Roberts 3rd International Conference on Learning and Intelligent Optimization (LION3 …, 2009 | 351 | 2009 |
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 | 334 | 2012 |
Probabilistic numerics and uncertainty in computations P Hennig, MA Osborne, M Girolami Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2015 | 312 | 2015 |
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 | 310 | 2018 |
Technology at work: The future of innovation and employment CB Frey, M Osborne Citi GPS, 2015 | 297 | 2015 |
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 | 228 | 2008 |
Technology at work v2. 0: The future is not what it used to be CB Frey, MA Osborne Citi GPS: Global Perspectives & Solutions, 2016 | 224 | 2016 |
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 | 212 | 2019 |
Probabilistic integration FX Briol, CJ Oates, M Girolami, MA Osborne, D Sejdinovic Statistical Science 34 (1), 1-22, 2019 | 208* | 2019 |
Bayesian optimization for sensor set selection R Garnett, MA Osborne, SJ Roberts Proceedings of the 9th ACM/IEEE International Conference on Information …, 2010 | 204 | 2010 |
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 | 189 | 2019 |
Bayesian Gaussian Processes for Sequential Prediction, Optimisation and Quadrature M Osborne PhD thesis, University of Oxford, 2010 | 185 | 2010 |
Creativity vs robots: The creative economy and the future of employment H Bakhshi, CB Frey, M Osbourne Nesta, 2015 | 153 | 2015 |
GLASSES: Relieving the myopia of Bayesian optimisation J González, M Osborne, N Lawrence Artificial Intelligence and Statistics, 790-799, 2016 | 138 | 2016 |
Active learning of model evidence using Bayesian quadrature M Osborne, R Garnett, Z Ghahramani, DK Duvenaud, SJ Roberts, ... Advances in neural information processing systems 25, 2012 | 135 | 2012 |