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HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset


Feb 14, 2020
Ivan Kiskin, Adam D. Cobb, Lawrence Wang, Stephen Roberts

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* Awarded Best Paper at the 2019 NeurIPS ML4D workshop. Accepted at ICASSP 2020 

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Ready Policy One: World Building Through Active Learning


Feb 07, 2020
Philip Ball, Jack Parker-Holder, Aldo Pacchiano, Krzysztof Choromanski, Stephen Roberts

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One-Shot Bayes Opt with Probabilistic Population Based Training


Feb 06, 2020
Jack Parker-Holder, Vu Nguyen, Stephen Roberts

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Effective Diversity in Population-Based Reinforcement Learning


Feb 03, 2020
Jack Parker-Holder, Aldo Pacchiano, Krzysztof Choromanski, Stephen Roberts

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Detecting Changes in Asset Co-Movement Using the Autoencoder Reconstruction Ratio


Jan 23, 2020
Bryan Lim, Stefan Zohren, Stephen Roberts

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Safety Guarantees for Planning Based on Iterative Gaussian Processes


Jan 17, 2020
Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen Roberts

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* Preprint, shorter version presented in NeurIPS-2019 Workshop on Safety and Robustness in Decision Making 

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MLRG Deep Curvature


Dec 20, 2019
Diego Granziol, Xingchen Wan, Timur Garipov, Dmitry Vetrov, Stephen Roberts

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* 11 pages, 11 figures 

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A Maximum Entropy approach to Massive Graph Spectra


Dec 19, 2019
Diego Granziol, Robin Ru, Stefan Zohren, Xiaowen Dong, Michael Osborne, Stephen Roberts

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* 12 pages. 9 Figures 

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Indian Buffet Neural Networks for Continual Learning


Dec 04, 2019
Samuel Kessler, Vu Nguyen, Stefan Zohren, Stephen Roberts

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* Camera-ready submission 

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