Sustainability and Machine Learning Group
Sustainability and Machine Learning Group
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Neural Embeddings of Graphs in Hyperbolic Space
Benjamin P. Chamberlain
,
James Clough
,
Marc Deisenroth
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Ordinal Class Imbalance with Ranking
Ricardo Cruz
,
Kelwin Fernandes
,
Joaquim F. Pinto Costa
,
Maria Perez-Ortiz
,
Jaime S. Cardoso
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Probabilistic Inference of Twitter Users' Age based on What They Follow
Benjamin P. Chamberlain
,
Clive Humby
,
Marc Deisenroth
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The Reparameterization Trick for Acquisition Functions
James T. Wilson
,
Riccardo Moriconi
,
Frank Hutter
,
Marc Deisenroth
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Resource-Constrained Decentralized Active Sensing using Distributed Gaussian Processes for Multi-Robots
Kshitij Tiwari
,
Valentin Honore
,
Sungmoon Jeong
,
Nak Young Chong
,
Marc Deisenroth
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Bayesian Optimization with Dimension Scheduling: Application to Biological Systems
Doniyor Ulmasov
,
Caroline Baroukh
,
Benoit Chachuat
,
Marc Deisenroth
,
Ruth Misener
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Classification of melanoma presence and thickness based on computational image analysis
Javier Sánchez-Monedero
,
Aurora Sáez
,
María Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Cesar Hervás-Martínez
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Fisher score-based feature selection for ordinal classification: A social survey on subjective well-being
María Pérez-Ortiz
,
Mercedes Torres-Jiménez
,
Pedro Antonio Gutiérrez
,
Javier Sánchez-Monedero
,
César Hervás-Martínez
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Gaussian Process Multiclass Classification with Dirichlet Priors for Imbalanced Data
Hugh Salimbeni
,
Marc Deisenroth
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Knowledge Transfer in Automatic Optimisation of Reconfigurable Designs
Maciej Kurek
,
Marc Deisenroth
,
Wayne Luk
,
Timothy Todman
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