Sustainability and Machine Learning Group
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A practical guide and software for analysing pairwise comparison experiments
Maria Perez-Ortiz
,
Rafal Mantiuk
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Bayesian Multi-Objective Optimisation of Neotissue Growth in a Perfusion Bioreactor Set-up
Simon Olofsson
,
Mohammad Mehrian
,
Liesbet Geris
,
Roberto Calandra
,
Marc P. Deisenroth
,
Ruth Misener
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Combining Ranking with Traditional Methods for Ordinal Class Imbalance
Ricardo Cruz
,
Kelwin Fernandes
,
Joaquim F. Pinto Costa
,
M. Pérez-Ortiz
,
Jaime S. Cardoso
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Customer Life Time Value Prediction Using Embeddings
Benjamin P. Chamberlain
,
Angelo Cardoso
,
C. H. Bryan Liu
,
Roberto Pagliari
,
Marc P. Deisenroth
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Deeply Non-Stationary Gaussian Processes
Hugh Salimbeni
,
Marc P. Deisenroth
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Identification of Gaussian Process State Space Models
The Gaussian process state space model (GPSSM) is a non-linear dynamical system, where unknown transition and/or measurement mappings …
Stefanos Eleftheriadis
,
Thomas F. W. Nicholson
,
Marc P. Deisenroth
,
James Hensman
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Neural Embeddings of Graphs in Hyperbolic Space
Benjamin P. Chamberlain
,
James Clough
,
Marc P. Deisenroth
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Code
Ordinal Class Imbalance with Ranking
Ricardo Cruz
,
Kelwin Fernandes
,
Joaquim F. Pinto Costa
,
M. Pérez-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 P. Deisenroth
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Code
The Reparameterization Trick for Acquisition Functions
James Wilson
,
Riccardo Moriconi
,
Frank Hutter
,
Marc P. Deisenroth
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