Sustainability and Machine Learning Group
Sustainability and Machine Learning Group
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Real-Time Community Detection in Large Social Networks on a Laptop
Benjamin P. Chamberlain
,
Josh Levy-Kramer
,
Clive Humby
,
Marc P. Deisenroth
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Representing ordinal input variables in the context of ordinal classification
Pedro Antonio Gutiérrez
,
Marı́a Pérez-Ortiz
,
Javier Sanchez-Monedero
,
César Hervás-Mart\ńez
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Tackling the ordinal and imbalance nature of a melanoma image classification problem
Marı́a Pérez-Ortiz
,
Aurora Sáez
,
Javier Sánchez-Monedero
,
Pedro Antonio Gutiérrez
,
César Hervás-Mart\ńez
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Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units
Stefanos Eleftheriadis
,
Ognjen Rudovic
,
Marc P. Deisenroth
,
Maja Pantic
PDF
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An experimental comparison for the identification of weeds in sunflower crops via unmanned aerial vehicles and object-based analysis
Marı́a Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Jose Manuel Peña
,
Jorge Torres-Sánchez
,
César Hervás-Mart\ńez
,
Francisca López-Granados
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Distributed Gaussian Processes
Marc P. Deisenroth
,
Jun W. Ng
PDF
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Learning Deep Dynamical Models From Image Pixels
Niklas Wahlström
,
Thomas B. Schön
,
Marc P. Deisenroth
PDF
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Learning Inverse Dynamics Models with Contacts
Roberto Calandra
,
Serena Ivaldi
,
Marc P. Deisenroth
,
Elmar Rueckert
,
Jan Peters
PDF
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Learning Torque Control in Presence of Contacts using Tactile Sensing from Robot Skin
Roberto Calandra
,
Serena Ivaldi
,
Marc P. Deisenroth
,
Jan Peters
PDF
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An Experimental Evaluation of Bayesian Optimization on Bipedal Locomotion
Roberto Calandra
,
Jan Peters
,
André Seyfarth
,
Marc P. Deisenroth
PDF
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