Sustainability and Machine Learning Group
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Spatio-chromatic contrast sensitivity under mesopic and photopic light levels
Sophie Wuerger
,
Maliha Ashraf
,
Minjung Kim
,
Jasna Martinovic
,
María Pérez-Ortiz
,
Rafał K Mantiuk
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VLEngagement: A dataset of scientific video lectures for evaluating population-based engagement
Sahan Bulathwela
,
Maria Perez-Ortiz
,
Emine Yilmaz
,
John Shawe-Taylor
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High-Dimensional Bayesian Optimization with Projections using Quantile Gaussian Processes
Key challenges of Bayesian optimization in high dimensions are both learning the response surface and optimizing an acquisition …
Riccardo Moriconi
,
K. S. Sesh Kumar
,
Marc Deisenroth
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DOI
GPdoemd: A Python Package for Design of Experiments for Model Discrimination
Simon Olofsson
,
Lukas Hebing
,
Sebastian Niedenfuehr
,
Marc Deisenroth
,
Ruth Misener
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URL
Accelerating the BSM Interpretation of LHC Data with Machine Learning
Gianfranco Bertone
,
Marc Deisenroth
,
Jong S. Kim
,
Sebastian Liem
,
Roberto Ruiz De Austri
,
Max Welling
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From pairwise comparisons and rating to a unified quality scale
Maria Perez-Ortiz
,
Aliaksei Mikhailiuk
,
Emin Zerman
,
Vedad Hulusic
,
Giuseppe Valenzise
,
Rafał K Mantiuk
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On the use of evolutionary time series analysis for segmenting paleoclimate data
María Pérez-Ortiz
,
Antonio Manuel Durán-Rosal
,
Pedro Antonio Gutiérrez
,
Javier Sanchez-Monedero
,
Athanasia Nikolaou
,
Francisco Fernández-Navarro
,
César Hervás-Martínez
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Orca: A matlab/octave toolbox for ordinal regression
Javier Sánchez-Monedero
,
Pedro Antonio Gutiérrez
,
María Pérez-Ortiz
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Bayesian Multi-Objective Optimisation with Mixed Analytical and Black-Box Functions: Application to Tissue Engineering
Simon Olofsson
,
Mohammad Mehrian
,
Roberto Calandra
,
Liesbet Geris
,
Marc Deisenroth
,
Ruth Misener
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DOI
Binary ranking for ordinal class imbalance
Ricardo Cruz
,
Kelwin Fernandes
,
Joaquim F Pinto Costa
,
María Pérez-Ortiz
,
Jaime S Cardoso
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