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Mining and Tailings Dam Detection In Satellite Imagery Using Deep Learning

Jul 02, 2020
Remis Balaniuk, Olga Isupova, Steven Reece

* Preprint submitted to Remote Sensing of Environment 

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Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources

Apr 05, 2019
Edwin Simpson, Steven Reece, Stephen J. Roberts

* Joint European Conference on Machine Learning and Knowledge Discovery in Databases (2017), pp. 109-125, Springer, Cham 

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BCCNet: Bayesian classifier combination neural network

Nov 29, 2018
Olga Isupova, Yunpeng Li, Danil Kuzin, Stephen J Roberts, Katherine Willis, Steven Reece

* Presented at NeurIPS 2018 Workshop on Machine Learning for the Developing World 

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Anomaly Detection and Removal Using Non-Stationary Gaussian Processes

Jul 02, 2015
Steven Reece, Roman Garnett, Michael Osborne, Stephen Roberts

* 9 pages, 14 figures 

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Automated Machine Learning on Big Data using Stochastic Algorithm Tuning

Jul 30, 2014
Thomas Nickson, Michael A Osborne, Steven Reece, Stephen J Roberts


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Efficient State-Space Inference of Periodic Latent Force Models

May 29, 2014
Steven Reece, Stephen Roberts, Siddhartha Ghosh, Alex Rogers, Nicholas Jennings

* 61 pages, 13 figures, accepted for publication in JMLR. Updates from earlier version occur throughout article in response to JMLR reviews 

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