Sustainability and Machine Learning Group
Sustainability and Machine Learning Group
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Model-based Contextual Policy Search for Data-Efficient Generalization of Robot Skills
Andras Kupcsik
,
Marc P. Deisenroth
,
Jan Peters
,
Loh Ai Poha
,
Prahlad Vadakkepata
,
Gerhard Neumann
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DOI
Synthetic semi-supervised learning in imbalanced domains: Constructing a model for donor-recipient matching in liver transplantation
M Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Marı́a Dolores Ayllón-Terán
,
N Heaton
,
Rubén Ciria
,
Javier Briceño
,
César Hervás-Mart\ńez
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A review of classification problems and algorithms in renewable energy applications
Marı́a Pérez-Ortiz
,
Silvia Jiménez-Fernández
,
Pedro A Gutiérrez
,
Enrique Alexandre
,
César Hervás-Mart\ńez
,
Sancho Salcedo-Sanz
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A study on multi-scale kernel optimisation via centered kernel-target alignment
Marı́a Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Javier Sánchez-Monedero
,
César Hervás-Mart\ńez
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Bayesian Optimization for Learning Gaits under Uncertainty
Roberto Calandra
,
André Seyfarth
,
Jan Peters
,
Marc P. Deisenroth
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DOI
On the use of nominal and ordinal classifiers for the discrimination of states of development in fish oocytes
Marı́a Pérez-Ortiz
,
Manuel Fernández-Delgado
,
Eva Cernadas
,
Rosario Dom\ńguez-Petit
,
Pedro Antonio Gutiérrez
,
Cesar Hervás-Mart\'éz
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Selecting patterns and features for between-and within-crop-row weed mapping using UAV-imagery
Marı́a Pérez-Ortiz
,
Jose Manuel Peña
,
Pedro Antonio Gutiérrez
,
Jorge Torres-Sánchez
,
César Hervás-Mart\ńez
,
Francisca López-Granados
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Semi-supervised learning for ordinal Kernel Discriminant Analysis
Marı́a Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Mariano Carbonero-Ruz
,
César Hervás-Mart\ńez
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A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method
Maria Perez-Ortiz
,
JM Peña
,
Pedro Antonio Gutiérrez
,
Jorge Torres-Sánchez
,
César Hervás-Martı́nez
,
Francisca López-Granados
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Data-efficient Learning of Feedback Policies from Image Pixels using Deep Dynamical Models
John-Alexander M. Assael
,
Niklas Wahlström
,
Thomas B. Schön
,
Marc P. Deisenroth
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