| Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits | Dec 1, 2013 | Bayesian InferenceExperimental Design | —Unverified | 0 |
| Compressive Measurement Designs for Estimating Structured Signals in Structured Clutter: A Bayesian Experimental Design Approach | Nov 21, 2013 | Compressive SensingExperimental Design | —Unverified | 0 |
| Preference Elicitation For General Random Utility Models | Sep 26, 2013 | Experimental Design | —Unverified | 0 |
| A modeling approach to design a software sensor and analyze agronomical features - Application to sap flow and grape quality relationship | Sep 20, 2013 | Experimental Design | —Unverified | 0 |
| BayesOpt: A Library for Bayesian optimization with Robotics Applications | Sep 3, 2013 | Active LearningBayesian Optimization | —Unverified | 0 |
| The Group Lasso for Design of Experiments | Aug 6, 2013 | Experimental Design | —Unverified | 0 |
| 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 |
