Sustainability and Machine Learning Group
Sustainability and Machine Learning Group
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An ensemble approach for ordinal threshold models applied to liver transplantation
Marı́a Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
César Hervás-Mart\ńez
,
Javier Briceño
,
Manuel De La Mata
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An experimental study of different ordinal regression methods and measures
Pedro Antonio Gutiérrez
,
M Pérez-Ortiz
,
Francisco Fernández-Navarro
,
Javier Sánchez-Monedero
,
César Hervás-Martı́nez
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Learning Deep Belief Networks from Non-Stationary Streams
Roberto Calandra
,
Tapani Raiko
,
Marc P. Deisenroth
,
Federico Montesino Pouzols
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Probabilistic Modeling of Human Dynamics for Intention Inference
Zhikun Wang
,
Marc P. Deisenroth
,
Heni Ben Amor
,
David Vogt
,
Bernhard Schölkopf
,
Jan Peters
PDF
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Solving Nonlinear Continuous State-Action-Observation POMDPs for Mechanical Systems with Gaussian Noise
Marc P. Deisenroth
,
Jan Peters
PDF
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Toward Fast Policy Search for Learning Legged Locomotion
Marc P. Deisenroth
,
Roberto Calandra
,
André Seyfarth
,
Jan Peters
PDF
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A General Perspective on Gaussian Filtering and Smoothing: Explaining Current and Deriving New Algorithms
Marc P. Deisenroth
,
Henrik Ohlsson
PDF
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Gambit: An Autonomous Chess-Playing Robotic System
Cynthia Matuszek
,
Brian Mayton
,
Roberto Aimi
,
Marc P. Deisenroth
,
Liefeng Bo
,
Robert Chu
,
Michael Kung
,
Louis LeGrand
,
Joshua R. Smith
,
Dieter Fox
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Learning to Control a Low-Cost Manipulator using Data-Efficient Reinforcement Learning
Marc P. Deisenroth
,
Carl E. Rasmussen
,
Dieter Fox
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Ordinal classification of depression spatial hot-spots of prevalence
M Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
C Garcı́a-Alonso
,
Luis Salvador-Carulla
,
Jose Alberto Salinas-Perez
,
César Hervás-Mart\ńez
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