David Barber

Bayesian classification with Gaussian processes

Christopher K. I. Williams, David Barber · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 769 citations · Full text

Computing, Computer Science, Machine Learning +15

A Scalable Laplace Approximation for Neural Networks

Hippolyt Ritter, Aleksandar Botev, David Barber · UCL Discovery (University College London) · 2018 · 172 citations

Computing, Computer Science, Artificial Intelligence +12

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

Public Affairs, Economics, Social Policy +17

Ensemble learning in Bayesian neural networks

David Barber, Chris Bishop · 1998 · 162 citations

Computing, Computer Science, Bayesian Data Analysis +11

Thinking Fast and Slow with Deep Learning and Tree Search

Thomas Anthony, David Barber · arXiv (Cornell University) · 2017 · 139 citations · Full text

Computing, Computer Science, Algorithms +16