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)