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| Exploiting correlation and budget constraints in Bayesian multi-armed bandit optimization | Mar 27, 2013 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Bayesian Optimization in a Billion Dimensions via Random Embeddings | Jan 9, 2013 | Bayesian Optimization | CodeCode Available | 0 |
| Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms | Aug 18, 2012 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Practical Bayesian Optimization of Machine Learning Algorithms | Jun 13, 2012 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization | Mar 30, 2012 | Bayesian Optimization | —Unverified | 0 |
| Batch Bayesian Optimization via Simulation Matching | Dec 1, 2010 | Bayesian Optimization | —Unverified | 0 |
