| With Little Power Comes Great Responsibility | Oct 13, 2020 | Experimental DesignMachine Translation | CodeCode Available | 1 |
| Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning | Oct 8, 2020 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| A primer on model-guided exploration of fitness landscapes for biological sequence design | Oct 4, 2020 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Experimental Design for Overparameterized Learning with Application to Single Shot Deep Active Learning | Sep 27, 2020 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Stochastic Revealed Preferences with Measurement Error | Sep 18, 2020 | Experimental Design | —Unverified | 0 |
| Comparison Lift: Bandit-based Experimentation System for Online Advertising | Sep 16, 2020 | Experimental Design | —Unverified | 0 |
| Automatic selection of basis-adaptive sparse polynomial chaos expansions for engineering applications | Sep 10, 2020 | Compressive SensingExperimental Design | —Unverified | 0 |
| An adaptive random experiment design method for engineering experiment | Aug 27, 2020 | Experimental DesignQuantization | —Unverified | 0 |
| Integrated Cutting and Packing Heterogeneous Precast Beams Multiperiod Production Planning Problem | Aug 25, 2020 | Experimental Design | —Unverified | 0 |
| A New Perspective on Pool-Based Active Classification and False-Discovery Control | Aug 14, 2020 | Active LearningBinary Classification | —Unverified | 0 |
| Online Graph Completion: Multivariate Signal Recovery in Computer Vision | Aug 12, 2020 | Active LearningCollaborative Filtering | —Unverified | 0 |
| Optimal Bayesian experimental design for subsurface flow problems | Aug 10, 2020 | Experimental Design | —Unverified | 0 |
| Are Visual Explanations Useful? A Case Study in Model-in-the-Loop Prediction | Jul 23, 2020 | Decision MakingExperimental Design | —Unverified | 0 |
| Deep Local Volatility | Jul 20, 2020 | Deep LearningExperimental Design | CodeCode Available | 1 |
| Experimental Design for Bathymetry Editing | Jul 15, 2020 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| On the importance of block randomisation when designing proteomics experiments | Jul 13, 2020 | BlockingExperimental Design | —Unverified | 0 |
| Optimal Experimental Design for Uncertain Systems Based on Coupled Differential Equations | Jul 12, 2020 | Experimental Design | —Unverified | 0 |
| Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling | Jul 7, 2020 | Experimental DesignManagement | CodeCode Available | 0 |
| Gamification of Pure Exploration for Linear Bandits | Jul 2, 2020 | Experimental Design | —Unverified | 0 |
| SyntaxGym: An Online Platform for Targeted Evaluation of Language Models | Jul 1, 2020 | Experimental DesignLanguage Modeling | —Unverified | 0 |
| Recovery of Sparse Signals from a Mixture of Linear Samples | Jun 29, 2020 | compressed sensingExperimental Design | —Unverified | 0 |
| Show me the Way: Intrinsic Motivation from Demonstrations | Jun 23, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Output-Weighted Optimal Sampling for Bayesian Experimental Design and Uncertainty Quantification | Jun 22, 2020 | Active LearningExperimental Design | CodeCode Available | 1 |
| An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits | Jun 21, 2020 | Experimental Design | —Unverified | 0 |
| CLAIMED: A CLAssification-Incorporated Minimum Energy Design to explore a multivariate response surface with feasibility constraints | Jun 9, 2020 | Experimental DesignGeneral Classification | —Unverified | 0 |