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Michael Osborne

Sensor Selection and Random Field Reconstruction for Robust and Cost-effective Heterogeneous Weather Sensor Networks for the Developing World

Nov 23, 2017
Pengfei Zhang, Ido Nevat, Gareth W. Peters, Wolfgang Fruehwirt, Yongchao Huang, Ivonne Anders, Michael Osborne

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* Presented at NIPS 2017 Workshop on Machine Learning for the Developing World

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Entropic Trace Estimates for Log Determinants

Apr 24, 2017
Jack Fitzsimons, Diego Granziol, Kurt Cutajar, Michael Osborne, Maurizio Filippone, Stephen Roberts

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* 16 pages, 4 figures, 2 tables, 2 algorithms

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Bayesian Inference of Log Determinants

Apr 05, 2017
Jack Fitzsimons, Kurt Cutajar, Michael Osborne, Stephen Roberts, Maurizio Filippone

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* 12 pages, 3 figures

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GLASSES: Relieving The Myopia Of Bayesian Optimisation

Oct 21, 2015
Javier González, Michael Osborne, Neil D. Lawrence

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* 12 pages, 9 figures

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Anomaly Detection and Removal Using Non-Stationary Gaussian Processes

Jul 02, 2015
Steven Reece, Roman Garnett, Michael Osborne, Stephen Roberts

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* 9 pages, 14 figures

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Conservative collision prediction and avoidance for stochastic trajectories in continuous time and space

May 12, 2014
Jan-Peter Calliess, Michael Osborne, Stephen Roberts

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* This preprint is an extended version of a conference paper that is to appear in \textit{Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014)}

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Communication Communities in MOOCs

Apr 16, 2014
Nabeel Gillani, Rebecca Eynon, Michael Osborne, Isis Hjorth, Stephen Roberts

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* 10 pages, 3 figures, 1 table. Submitted for review to UAI 2014

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