researcher

Michael A. Osborne

University of Oxford

65 papers hereh-index 3913.6k citations141 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

middle author46
last author18

Across the 64 of 65 papers where every author was matched, so the position is known.

fields

affiliations

University of Oxford

Homepage

same name

Michael A. Osborne — 11 papers, h 13
Michael A. Osborne — 10 papers, h 6
Michael A. Osborne — 4 papers, h 3
Michael A. Osborne — 3 papers, h 2
Michael A. Osborne — 2 papers
Michael A. Osborne — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20132026

most citedGaussian process regression for forecasting battery state of health

730 citations · 2.8k across the 62 of their papers we have counts for

collaborators

Showing 2013 · stat.MLShow all

2 papers · 2 filters

stat.ML2013★ 28 cited

Active Learning of Linear Embeddings for Gaussian Processes

Roman Garnett, Michael A. Osborne, Philipp Hennig

We propose an active learning method for discovering low-dimensional structure in high-dimensional Gaussian process (GP) tasks. Such problems are increasingly frequent and importan…

stat.ML2013★ 11 cited

A Kernel for Hierarchical Parameter Spaces

Frank Hutter, Michael A. Osborne

We define a family of kernels for mixed continuous/discrete hierarchical parameter spaces and show that they are positive definite.