These pages are maintained
by Edwin Bonilla
This is a list of our publications related to the COLO project.
Christopher K. I. Williams, Kian Ming Chai, Edwin V. Bonilla, Multi-task Gaussian Process Prediction, To appear in NIPS'08 .
Edwin V. Bonilla, Felix V. Agakov, Christopher K. I. Williams, Kernel Multi-task Learning using Task-specific Features. In Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics AISTATS'07, March 19-22, 2007, San Juan, Puerto Rico.
John Cavazos, Christophe Dubach, Felix Agakov, Edwin Bonilla, Michael F. P. O'Boyle, Grigori Fursin, and Olivier Temam. Automatic Performance Model Construction for the Fast Software Exploration of New Hardware Designs. In proceedings of the International Conference on Compilers, Architecture and Synthesis for Embedded Systems CASES'06, October 23-25, 2006 - Seoul, Korea.
John Cavazos and Michael F. P. O'Boyle. Method-Specific Dynamic Compilation using Logistic Regression. In proceedings of the ACM SIGPLAN Conferences on Object-Oriented Programming, Systems, Languages, and Applications: OOPSLA'06, October 22 - 26, 2006, Oregon, USA.
Edwin V. Bonilla, Christopher K.I. Williams, Felix Agakov, John Cavazos, John Thomson and Michael F.P. O'Boyle. Predictive Search Distributions. In Proceedings of the 23rd International Conference on Machine Learning: ICML'06, June 25 - 29, 2006, Pittsburgh, PA, 2006.Felix Agakov, Edwin Bonilla, John Cavazos, Bjoern Franke, Michael O'Boyle, John Thomson, Marc Toussaint, Chris Williams. Using Machine Learning to Focus Iterative Optimization. In Proceedings of the International Symposium on Code Generation and Optimization: CGO'06, March 26 - 29 2006.
John Cavazos, J. Eliot B. Moss, and Michael O'Boyle. Hybrid Optimizations: Which Optimization Algorithm to Use?. In Proceedings the 15th International Conference on Compiler Construction (CC 2006), March 30 - 31, 2006.
Bjoern Franke, Michael O'Boyle, John Thomson and Grigori Fursin. Probabilistic Source-Level Optimisation of Embedded Programs. In Proceedings of the 2005 Conference on Languages, Compilers and Tools for Embedded Systems (LCTES'05), June 15 - 17, 2005, Chicago, IL, USA.
John Cavazos and Michael O'Boyle. Automatic Tuning of Inlining Heuristics. In Proceedings of the International Conference for High Performance Computing, Networking, and Storage: SC'05, Seattle WA, November, 2005.