| Data-Driven Design for Fourier Ptychographic Microscopy | Apr 8, 2019 | Experimental DesignRetrieval | —Unverified | 0 |
| Assessment of Faster R-CNN in Man-Machine collaborative search | Apr 4, 2019 | Deep LearningExperimental Design | —Unverified | 0 |
| Parallel Experimentation and Competitive Interference on Online Advertising Platforms | Mar 27, 2019 | Decision MakingExperimental Design | CodeCode Available | 0 |
| A Comparative Study for Unsupervised Network Representation Learning | Mar 19, 2019 | Experimental DesignLink Prediction | —Unverified | 0 |
| Variational Bayesian Optimal Experimental Design | Mar 13, 2019 | Experimental DesignVariational Inference | CodeCode Available | 0 |
| Fast Parallel Algorithms for Statistical Subset Selection Problems | Mar 6, 2019 | Combinatorial OptimizationExperimental Design | CodeCode Available | 0 |
| Size of Interventional Markov Equivalence Classes in Random DAG Models | Mar 5, 2019 | Causal InferenceExperimental Design | —Unverified | 0 |
| Analyzing Data Selection Techniques with Tools from the Theory of Information Losses | Feb 25, 2019 | Active LearningExperimental Design | —Unverified | 0 |
| Global Fitting of the Response Surface via Estimating Multiple Contours of a Simulator | Feb 4, 2019 | Decision MakingExperimental Design | —Unverified | 0 |
| Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression | Feb 4, 2019 | Experimental Designregression | —Unverified | 0 |
| Accelerated Experimental Design for Pairwise Comparisons | Jan 18, 2019 | 2kExperimental Design | CodeCode Available | 0 |
| A Bandit Approach to Sequential Experimental Design with False Discovery Control | Dec 1, 2018 | Drug DiscoveryExperimental Design | —Unverified | 0 |
| Accurate, Data-Efficient Learning from Noisy, Choice-Based Labels for Inherent Risk Scoring | Nov 27, 2018 | Experimental Design | —Unverified | 0 |
| Experimental Design for Cost-Aware Learning of Causal Graphs | Oct 28, 2018 | Experimental Design | —Unverified | 0 |
| Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty | Oct 25, 2018 | Experimental Design | —Unverified | 0 |
| Efficient Bayesian Experimental Design for Implicit Models | Oct 23, 2018 | Bayesian OptimisationExperimental Design | CodeCode Available | 0 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | CodeCode Available | 0 |
| MUFold-BetaTurn: A Deep Dense Inception Network for Protein Beta-Turn Prediction | Aug 13, 2018 | Experimental DesignFeature Engineering | —Unverified | 0 |
| Physics-based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging | Aug 10, 2018 | Experimental DesignRetrieval | —Unverified | 0 |
| Optimal design of experiments to identify latent behavioral types | Jul 10, 2018 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Improving Protein Gamma-Turn Prediction Using Inception Capsule Networks | Jun 11, 2018 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Optimal Testing in the Experiment-rich Regime | May 30, 2018 | Experimental Design | CodeCode Available | 0 |
| Sequential Experimental Design for Optimal Structural Intervention in Gene Regulatory Networks Based on the Mean Objective Cost of Uncertainty | May 30, 2018 | Experimental Design | —Unverified | 0 |
| The Reconstruction Approach: From Interpolation to Regression | May 25, 2018 | Experimental Designregression | —Unverified | 0 |
| Multi-locus data distinguishes between population growth and multiple merger coalescents | Apr 19, 2018 | Experimental DesignModel Selection | CodeCode Available | 0 |
