| Empirical evaluation of scoring functions for Bayesian network model selection | Sep 11, 2012 | Experimental DesignModel Selection | CodeCode Available | 1 |
| Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs | Jul 26, 2012 | ClusteringExperimental Design | —Unverified | 0 |
| Learning a nonlinear dynamical system model of gene regulation: A perturbed steady-state approach | Jul 13, 2012 | Experimental Design | CodeCode Available | 0 |
| Active learning of neural response functions with Gaussian processes | Dec 1, 2011 | Active LearningExperimental Design | —Unverified | 0 |
| Learning with Submodular Functions: A Convex Optimization Perspective | Nov 28, 2011 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Near-Optimal Bayesian Active Learning with Noisy Observations | Oct 15, 2010 | Active LearningExperimental Design | —Unverified | 0 |
| Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design | Dec 21, 2009 | Experimental Design | CodeCode Available | 0 |
| Bayesian Experimental Design of Magnetic Resonance Imaging Sequences | Dec 1, 2008 | Bayesian InferenceExperimental Design | —Unverified | 0 |
