Edwin V. Bonilla
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Advanced Multi-Objective Optimization Algorithms, Machine Learning and Data Classification, Control Systems and Identification, Parallel Computing and Optimization Techniques
Most-Cited Works
- Advances in Neural Information Processing Systems 20(2008)
- Multi-task Gaussian Process Prediction(2007)
- → Using Machine Learning to Focus Iterative Optimization(2006)424 cited
- → Rapidly Selecting Good Compiler Optimizations using Performance Counters(2007)232 cited
- → Milepost GCC: Machine Learning Enabled Self-tuning Compiler(2011)225 cited
- Improving Topic Coherence with Regularized Topic Models(2011)
- Code Generation and Optimization, 2007. CGO '07. International Symposium on(2007)
- Proceedings of the GCC Developers' Summit(2008)
- → Portable compiler optimisation across embedded programs and microarchitectures using machine learning(2009)114 cited
- MILEPOST GCC: machine learning based research compiler(2008)