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Stephen Roberts

MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting

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Oct 24, 2018
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Equality Constrained Decision Trees: For the Algorithmic Enforcement of Group Fairness

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Oct 10, 2018
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Sequential sampling of Gaussian process latent variable models

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Jul 20, 2018
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Extracting Predictive Information from Heterogeneous Data Streams using Gaussian Processes

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Jul 11, 2018
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Entropic Spectral Learning in Large Scale Networks

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Apr 18, 2018
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Gradient descent in Gaussian random fields as a toy model for high-dimensional optimisation in deep learning

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Mar 24, 2018
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VBALD - Variational Bayesian Approximation of Log Determinants

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Feb 21, 2018
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Safe Policy Search with Gaussian Process Models

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Dec 15, 2017
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Cost-sensitive detection with variational autoencoders for environmental acoustic sensing

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Dec 07, 2017
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Mosquito detection with low-cost smartphones: data acquisition for malaria research

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Dec 06, 2017
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