 | 2012 |
| 14 |  | Marcela Zuluaga,
Edwin V. Bonilla,
Nigel P. Topham:
Predicting best design trade-offs: A case study in processor customization.
DATE 2012: 1030-1035 |
| 13 |  | Joseph Noel,
Scott Sanner,
Khoi-Nguyen Tran,
Peter Christen,
Lexing Xie,
Edwin V. Bonilla,
Ehsan Abbasnejad,
Nicolas Della Penna:
New objective functions for social collaborative filtering.
WWW 2012: 859-868 |
| 2011 |
| 12 |  | David Newman,
Edwin V. Bonilla,
Wray L. Buntine:
Improving Topic Coherence with Regularized Topic Models.
NIPS 2011: 496-504 |
| 11 |  | Grigori Fursin,
Yuriy Kashnikov,
Abdul Wahid Memon,
Zbigniew Chamski,
Olivier Temam,
Mircea Namolaru,
Elad Yom-Tov,
Bilha Mendelson,
Ayal Zaks,
Eric Courtois,
François Bodin,
Phil Barnard,
Elton Ashton,
Edwin V. Bonilla,
John Thomson,
Christopher K. I. Williams,
Michael F. P. O'Boyle:
Milepost GCC: Machine Learning Enabled Self-tuning Compiler.
International Journal of Parallel Programming 39(3): 296-327 (2011) |
| 2010 |
| 10 |  | Christophe Dubach,
Timothy M. Jones,
Edwin V. Bonilla,
Michael F. P. O'Boyle:
A Predictive Model for Dynamic Microarchitectural Adaptivity Control.
MICRO 2010: 485-496 |
| 9 |  | Edwin V. Bonilla,
Shengbo Guo,
Scott Sanner:
Gaussian Process Preference Elicitation.
NIPS 2010: 262-270 |
| 2009 |
| 8 |  | Hugh Leather,
Edwin V. Bonilla,
Michael F. P. O'Boyle:
Automatic Feature Generation for Machine Learning Based Optimizing Compilation.
CGO 2009: 81-91 |
| 7 |  | Christophe Dubach,
Timothy M. Jones,
Edwin V. Bonilla,
Grigori Fursin,
Michael F. P. O'Boyle:
Portable compiler optimisation across embedded programs and microarchitectures using machine learning.
MICRO 2009: 78-88 |
| 2007 |
| 6 |  | John Cavazos,
Grigori Fursin,
Felix V. Agakov,
Edwin V. Bonilla,
Michael F. P. O'Boyle,
Olivier Temam:
Rapidly Selecting Good Compiler Optimizations using Performance Counters.
CGO 2007: 185-197 |
| 5 |  | Edwin V. Bonilla,
Kian Ming Adam Chai,
Christopher K. I. Williams:
Multi-task Gaussian Process Prediction.
NIPS 2007 |
| 4 |  | Edwin V. Bonilla,
Felix V. Agakov,
Christopher K. I. Williams:
Kernel Multi-task Learning using Task-specific Features.
Journal of Machine Learning Research - Proceedings Track 2: 43-50 (2007) |
| 2006 |
| 3 |  | John Cavazos,
Christophe Dubach,
Felix V. Agakov,
Edwin V. Bonilla,
Michael F. P. O'Boyle,
Grigori Fursin,
Olivier Temam:
Automatic performance model construction for the fast software exploration of new hardware designs.
CASES 2006: 24-34 |
| 2 |  | Felix V. Agakov,
Edwin V. Bonilla,
John Cavazos,
Björn Franke,
Grigori Fursin,
Michael F. P. O'Boyle,
John Thomson,
Marc Toussaint,
Christopher K. I. Williams:
Using Machine Learning to Focus Iterative Optimization.
CGO 2006: 295-305 |
| 1 |  | Edwin V. Bonilla,
Christopher K. I. Williams,
Felix V. Agakov,
John Cavazos,
John Thomson,
Michael F. P. O'Boyle:
Predictive search distributions.
ICML 2006: 121-128 |