| Systematic Target Function Annotation of Human Transcription Factors | Feb 21, 2016 | Experimental DesignSpecificity | —Unverified | 0 |
| Statistical modeling of isoform splicing dynamics from RNA-seq time series data | Feb 19, 2016 | Experimental DesignTime Series | —Unverified | 0 |
| Designing Intelligent Instruments | Feb 13, 2016 | Experimental Design | —Unverified | 0 |
| Stopping criteria for boosting automatic experimental design using real-time fMRI with Bayesian optimization | Nov 24, 2015 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Double Relief with progressive weighting function | Sep 12, 2015 | Experimental Designfeature selection | —Unverified | 0 |
| Sequential Design for Ranking Response Surfaces | Sep 3, 2015 | Experimental DesignMulti-Armed Bandits | —Unverified | 0 |
| Bayesian hierarchical modelling for inferring genetic interactions in yeast | Aug 14, 2015 | Experimental Design | —Unverified | 0 |
| Integrative analysis of gene expression and phenotype data | Jun 29, 2015 | Experimental Design | —Unverified | 0 |
| Minimax Structured Normal Means Inference | Jun 25, 2015 | Experimental Design | —Unverified | 0 |
| Local Nonstationarity for Efficient Bayesian Optimization | Jun 5, 2015 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Efficient Bayesian experimentation using an expected information gain lower bound | May 30, 2015 | Experimental Design | —Unverified | 0 |
| PopED lite: an optimal design software for preclinical pharmacokinetic and pharmacodynamic studies | May 25, 2015 | Drug DiscoveryExperimental Design | —Unverified | 0 |
| Information Gathering in Networks via Active Exploration | Apr 24, 2015 | Experimental DesignInformativeness | —Unverified | 0 |
| A Meta-Analysis of the Anomaly Detection Problem | Mar 3, 2015 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| Polynomial-Chaos-based Kriging | Feb 13, 2015 | Experimental Design | —Unverified | 0 |
| Fast and optimal nonparametric sequential design for astronomical observations | Jan 11, 2015 | AstronomyExperimental Design | —Unverified | 0 |
| Randomized Experimental Design for Causal Graph Discovery | Dec 1, 2014 | Experimental Design | —Unverified | 0 |
| A Framework for Testing Identifiability of Bayesian Models of Perception | Dec 1, 2014 | Experimental Design | —Unverified | 0 |
| Sensitivity Analysis for Computationally Expensive Models using Optimization and Objective-oriented Surrogate Approximations | Oct 27, 2014 | Experimental DesignSensitivity | —Unverified | 0 |
| Replicate immunosequencing as a robust probe of B cell repertoire diversity | Oct 1, 2014 | DiversityExperimental Design | —Unverified | 0 |
| The Advantage of Cross Entropy over Entropy in Iterative Information Gathering | Sep 26, 2014 | Experimental DesignReinforcement Learning | —Unverified | 0 |
| Best-Arm Identification in Linear Bandits | Sep 22, 2014 | Experimental Design | —Unverified | 0 |
| Experimental Design to Improve Topic Analysis Based Summarization | Jun 1, 2014 | Document SummarizationExperimental Design | —Unverified | 0 |
| BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits | May 29, 2014 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 |
| Near Optimal Bayesian Active Learning for Decision Making | Feb 24, 2014 | Active LearningDecision Making | —Unverified | 0 |
| 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 |