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Michael Osborne

Bayesian Quadrature for Neural Ensemble Search

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Mar 17, 2023
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Neural Architecture Search using Bayesian Optimisation with Weisfeiler-Lehman Kernel

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Jun 13, 2020
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A Maximum Entropy approach to Massive Graph Spectra

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Dec 19, 2019
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Radial Bayesian Neural Networks: Robust Variational Inference In Big Models

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Jul 01, 2019
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MEMe: An Accurate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning

Jun 03, 2019
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On the Limitations of Representing Functions on Sets

Jan 25, 2019
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Batch Selection for Parallelisation of Bayesian Quadrature

Dec 04, 2018
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Intersectionality: Multiple Group Fairness in Expectation Constraints

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Nov 25, 2018
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Equality Constrained Decision Trees: For the Algorithmic Enforcement of Group Fairness

Oct 10, 2018
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Entropic Spectral Learning in Large Scale Networks

Apr 18, 2018
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