| Online greedy identification of linear dynamical systems | Apr 13, 2022 | Experimental Design | CodeCode Available | 0 |
| An Optimal Experimental Design Approach for Light Configurations in Photometric Stereo | Apr 11, 2022 | Experimental Designparameter estimation | —Unverified | 0 |
| A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation | Apr 8, 2022 | Experimental DesignSymbolic Regression | —Unverified | 0 |
| Discovering and forecasting extreme events via active learning in neural operators | Apr 5, 2022 | Active LearningExperimental Design | —Unverified | 0 |
| Approximations for Optimal Experimental Design in Power System Parameter Estimation | Mar 26, 2022 | Experimental Designparameter estimation | —Unverified | 0 |
| Using genome-wide expression compendia to study microorganisms | Mar 26, 2022 | Experimental Design | —Unverified | 0 |
| Towards Formalizing HRI Data Collection Processes | Mar 16, 2022 | Experimental Design | —Unverified | 0 |
| Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental Design | Mar 14, 2022 | Experimental Designparameter estimation | CodeCode Available | 0 |
| Data Representativity for Machine Learning and AI Systems | Mar 9, 2022 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models | Mar 8, 2022 | Deep Reinforcement LearningExperimental Design | —Unverified | 0 |
| Interventions, Where and How? Experimental Design for Causal Models at Scale | Mar 3, 2022 | Causal DiscoveryExperimental Design | CodeCode Available | 1 |
| Smart Tracking Tray System for A Smart and Sustainable Wet Lab Community | Mar 2, 2022 | Data VisualizationExperimental Design | —Unverified | 0 |
| Ghost projection. II. Beam shaping using realistic spatially-random masks | Feb 18, 2022 | Experimental Design | —Unverified | 0 |
| Counterfactual inference for sequential experiments | Feb 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Sequential Bayesian experimental designs via reinforcement learning | Feb 14, 2022 | Bayesian InferenceDecision Making | —Unverified | 0 |
| A hypothesis-driven method based on machine learning for neuroimaging data analysis | Feb 9, 2022 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery | Feb 8, 2022 | DiversityDrug Discovery | —Unverified | 0 |
| An Experimental Design Approach for Regret Minimization in Logistic Bandits | Feb 4, 2022 | Experimental Design | —Unverified | 0 |
| Optimizing Sequential Experimental Design with Deep Reinforcement Learning | Feb 2, 2022 | Deep Reinforcement LearningExperimental Design | CodeCode Available | 1 |
| Using Machine Learning to Test Causal Hypotheses in Conjoint Analysis | Jan 20, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Yeast cell segmentation in microstructured environments with deep learning | Jan 1, 2022 | Cell SegmentationDeep Learning | CodeCode Available | 0 |
| Active Learning-Based Optimization of Scientific Experimental Design | Dec 29, 2021 | Active LearningExperimental Design | —Unverified | 0 |
| Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review | Dec 23, 2021 | Decision MakingExperimental Design | —Unverified | 0 |
| Reinforcement Learning based Sequential Batch-sampling for Bayesian Optimal Experimental Design | Dec 21, 2021 | Deep Reinforcement LearningExperimental Design | —Unverified | 0 |
| Model predictive control guided with optimal experimental design for pulse-based parallel cultivation | Dec 20, 2021 | Experimental DesignModel Predictive Control | —Unverified | 0 |