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Browsing by Author Bonilla, Edwin

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Showing results 1 to 15 of 15

A predictive model for dynamic microarchitectural adaptivity control

Author(s)Dubach, Christophe; Jones, Timonthy; Bonilla, Edwin, et al
TypeConference paper
Date Published2010
Date CreatedDecember 4-8 2010

Automatic feature generation for machine learning-based optimising compilation

Author(s)Leather, Hugh; Bonilla, Edwin; O'Boyle, Michael
TypeJournal article
Date Published2014
Date Created-

Bayesian data fusion for geothermal exploration

Author(s)Ramos, F.T.; Bonilla, Edwin; McCalman, L, et al
TypeConference paper
Date Published2012
Date CreatedNovember 14-16 2012

Collaborative Multi-output Gaussian Processes

Author(s)Nguyen, Trung; Bonilla, Edwin
TypeConference paper
Date Published2014
Date CreatedJuly 23-27 2014

Decision-Theoretic Sparsification for Gaussian Process Preference Learning

Author(s)Abbasnejad, Ehsan; Bonilla, Edwin; Sanner, Scott
TypeJournal article
Date Published2013
Date Created-

Discriminative probabilistic prototype learning

Author(s)Bonilla, Edwin; Robles-Kelly, Antonio
TypeConference paper
Date Published2012
Date CreatedJune 26-July 1 2012

Dynamic microarchitectural adaptation using machine learning keep

Author(s)Dubach, Christophe; Jones, Timothy M.; Bonilla, Edwin
TypeJournal article
Date Published2013
Date Created-

Efficient Variational Inference for Gaussian Process Regression Networks

Author(s)Nguyen, Trung; Bonilla, Edwin
TypeConference paper
Date Published2013
Date CreatedApril 29-May 1 2013

Fast Allocation of Gaussian Process Experts

Author(s)Nguyen, Trung; Bonilla, Edwin
TypeConference paper
Date Published2014
Date CreatedJune 21-26 2014

Gaussian Process Preference Elicitation

Author(s)Bonilla, Edwin; Guo, Shengbo; Sanner, Scott
TypeConference paper
Date Published2010
Date CreatedDecember 6 2010

Improving Topic Coherence with Regularized Topic Models

Author(s)Newman, David; Bonilla, Edwin; Buntine, Wray
TypeConference paper
Date Published2011
Date CreatedDecember 13-15 2011

Learning Community-Based Preferences via Dirichlet Process Mixtures of Gaussian Processes

Author(s)Abbasnejad, Ehsan; Sanner, Scott; Bonilla, Edwin, et al
TypeConference paper
Date Published2013
Date CreatedAugust 3-9 2013

New Objective Functions for Social Collaborative Filtering

Author(s)Noel, Joseph; Sanner, Scott; Tran, Khoi-Nguyen, et al
TypeConference paper
Date Published2012
Date CreatedApril 16-20 2012

Predicting best design trade-offs: A case study in processor customization

Author(s)Zuluaga, Marcela; Bonilla, Edwin; Topham, Nigel
TypeConference paper
Date Published2012
Date CreatedMarch 12-16 2012

Sparse Gaussian Processes for Learning Preferences

Author(s)Abbasnejad, Ehsan; Bonilla, Edwin; Sanner, Scott
TypeConference paper
Date Published2011
Date CreatedDecember 13-15 2011
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