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Michael A. Osborne | Researchclopedia

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Michael A. Osborne

241

Works

14,070

Citations

34

h-index

86

i10-index

Research Topics

Gaussian Processes and Bayesian Inference Advanced Bandit Algorithms Research Advanced Multi-Objective Optimization Algorithms

Affiliations

Australian National University1982–2002

Oxfam2021–2021

Australian Nuclear Science and Technology Organisation2006–2006

Kent State University2007–2007

University of California, Santa Barbara1989–2003

Top Works

The future of employment: How susceptible are jobs to computerisation?

Carl Benedikt Frey,Michael A. Osborne

20168,019 citations

Machine Learning and Algorithms

Machine Learning and Data Classification

Gaussian process regression for forecasting battery state of health

Robert R. Richardson,Michael A. Osborne,et al.

2017646 citations

Gaussian processes for time-series modelling

Stephen Roberts,Michael A. Osborne,et al.

2013611 citations

A Gaussian process framework for modelling stellar activity signals in radial velocity data

Vinesh Rajpaul,S. Aigrain,et al.

2015397 citations

Gaussian Process Regression for <italic>In Situ</italic> Capacity Estimation of Lithium-Ion Batteries

Robert R. Richardson,Christoph Birkl,et al.

2018378 citations

A Gaussian process framework for modelling instrumental systematics: application to transmission spectroscopy

Neale P. Gibson,S. Aigrain,et al.

2011304 citations

The future of skills: employment in 2030

Hasan Bakhshi,Jonathan M. Downing,et al.

2017242 citations

Probabilistic numerics and uncertainty in computations

Osborne Ma,Girolami M. Probabilistic Numerics,et al.

2015239 citations

Battery health prediction under generalized conditions using a Gaussian\n process transition model

Robert R. Richardson,Michael A. Osborne,et al.

2018206 citations