Concepedia
Statistics
Publications
57
Citations
3.4K
H-Index
30
Active since
1980
Affiliations
University College London(Current)
University of Edinburgh
Idiap Research Institute
Aston University
Radboud University Nijmegen
David Barber is an author at University College London specializing in engineering, computer science, and machine learning.
Top concepts
EngineeringMachine LearningComputer ScienceData ScienceDeep LearningStatistical InferenceStatisticsArtificial IntelligenceApproximation TheoryComputer Engineering
Publications per year
1980–2024
Bayesian classification with Gaussian processes
Christopher K. I. Williams, David Barber · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 753 citations · Full text
Bayesian Statistic, Engineering, Machine Learning +16
A Scalable Laplace Approximation for Neural Networks
Hippolyt Ritter, Aleksandar Botev, David Barber · UCL Discovery (University College London) · 2018 · 171 citations
Scalable Laplace Approximation, Graph Neural Network, Engineering +15
Can Parents Afford to Work? Childcare Costs, Tax-Benefit Policies and Work Incentives
Herwig Immervoll, David Barber · SSRN Electronic Journal · 2006 · 163 citations · Full text
Ensemble learning in Bayesian neural networks
David Barber, Chris Bishop · 1998 · 160 citations
Engineering, Machine Learning, Data Science +5
Thinking Fast and Slow with Deep Learning and Tree Search
Thomas Anthony, Tian Zheng, David Barber · arXiv (Cornell University) · 2017 · 139 citations · Full text
Artificial Intelligence, Engineering, Machine Learning +17
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