| Experimental Design for Causal Effect Identification | May 4, 2022 | Experimental Design | —Unverified | 0 |
| Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices | May 2, 2022 | Experimental Design | CodeCode Available | 0 |
| Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa | May 1, 2022 | Experimental Design | —Unverified | 0 |
| Statistical applications of contrastive learning | Apr 29, 2022 | Bayesian InferenceContrastive Learning | —Unverified | 0 |
| Improving generalization of machine learning-identified biomarkers with causal modeling: an investigation into immune receptor diagnostics | Apr 20, 2022 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Sources of Irreproducibility in Machine Learning: A Review | Apr 15, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| 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 |
| Using genome-wide expression compendia to study microorganisms | Mar 26, 2022 | Experimental Design | —Unverified | 0 |
| Approximations for Optimal Experimental Design in Power System Parameter Estimation | Mar 26, 2022 | Experimental Designparameter estimation | —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 |
| 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 |
| 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 |