| The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games? | May 13, 2023 | Experimental DesignLanguage Modelling | CodeCode Available | 1 |
| Designing Optimal Behavioral Experiments Using Machine Learning | May 12, 2023 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model | May 11, 2023 | Active LearningBayesian Inference | —Unverified | 0 |
| Robust A-Optimal Experimental Design for Bayesian Inverse Problems | May 5, 2023 | Experimental Design | —Unverified | 0 |
| Rankings-Dependent Preferences: A Real Goods Matching Experiment | May 5, 2023 | Experimental Design | —Unverified | 0 |
| Experimental Design for Any p-Norm | May 3, 2023 | Experimental Design | —Unverified | 0 |
| OpenBox: A Python Toolkit for Generalized Black-box Optimization | Apr 26, 2023 | Experimental Design | CodeCode Available | 2 |
| FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems | Apr 26, 2023 | Experimental DesignModel-based Reinforcement Learning | CodeCode Available | 0 |
| On the Perception of Difficulty: Differences between Humans and AI | Apr 19, 2023 | Experimental Design | —Unverified | 0 |
| Auditory distraction in open-plan office environments: The effect of multi-talker acoustics | Apr 14, 2023 | Experimental Design | —Unverified | 0 |
| Causal Discovery and Optimal Experimental Design for Genome-Scale Biological Network Recovery | Apr 6, 2023 | Causal DiscoveryExperimental Design | CodeCode Available | 0 |
| The transformative potential of machine learning for experiments in fluid mechanics | Mar 28, 2023 | Experimental Design | —Unverified | 0 |
| Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions | Mar 24, 2023 | Causal InferenceExperimental Design | CodeCode Available | 0 |
| Automatic evaluation of herding behavior in towed fishing gear using end-to-end training of CNN and attention-based networks | Mar 21, 2023 | Action RecognitionExperimental Design | —Unverified | 0 |
| Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A Review | Mar 14, 2023 | Experimental DesignUncertainty Quantification | —Unverified | 0 |
| A primer on correlation-based dimension reduction methods for multi-omics analysis | Mar 13, 2023 | Dimensionality ReductionExperimental Design | CodeCode Available | 0 |
| Online simulator-based experimental design for cognitive model selection | Mar 3, 2023 | Experimental DesignModel Selection | CodeCode Available | 0 |
| BO-Muse: A human expert and AI teaming framework for accelerated experimental design | Mar 3, 2023 | Experimental Design | —Unverified | 0 |
| Modern Bayesian Experimental Design | Feb 28, 2023 | Experimental Design | —Unverified | 0 |
| Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design | Feb 28, 2023 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 |
| Multicell experiments for marginal treatment effect estimation of digital ads | Feb 27, 2023 | Experimental Design | —Unverified | 0 |
| CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design | Feb 27, 2023 | Experimental Design | CodeCode Available | 1 |
| Comparison and Analysis of Cognitive Load under 2D/3D Visual Stimuli | Feb 25, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Experimenting under Stochastic Congestion | Feb 22, 2023 | Experimental Design | —Unverified | 0 |
| Differentiable Multi-Target Causal Bayesian Experimental Design | Feb 21, 2023 | Causal DiscoveryExperimental Design | CodeCode Available | 0 |
| Near-Optimal Experimental Design Under the Budget Constraint in Online Platforms | Feb 10, 2023 | Experimental Design | —Unverified | 0 |
| Introduction To Gaussian Process Regression In Bayesian Inverse Problems, With New ResultsOn Experimental Design For Weighted Error Measures | Feb 9, 2023 | Experimental Designregression | —Unverified | 0 |
| GFlowNets for AI-Driven Scientific Discovery | Feb 1, 2023 | Efficient ExplorationExperimental Design | —Unverified | 0 |
| SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits | Jan 29, 2023 | Experimental Design | —Unverified | 0 |
| Inference for Two-stage Experiments under Covariate-Adaptive Randomization | Jan 21, 2023 | Experimental DesignVocal Bursts Valence Prediction | —Unverified | 0 |
| Lying Aversion and Vague Communication: An Experimental Study | Jan 1, 2023 | Experimental Design | —Unverified | 0 |
| Methodological reflections for AI alignment research using human feedback | Dec 22, 2022 | Experimental Design | —Unverified | 0 |
| Demonstration of machine-learning-enhanced Bayesian quantum state estimation | Dec 15, 2022 | Experimental DesignQuantum State Tomography | —Unverified | 0 |
| Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria | Dec 5, 2022 | Experimental Designregression | —Unverified | 0 |
| Trust and Time Preference: Measuring a Causal Effect in a Random-Assignment Experiment | Nov 30, 2022 | Bayesian InferenceExperimental Design | —Unverified | 0 |
| Bayesian Experimental Design for Symbolic Discovery | Nov 29, 2022 | Experimental DesignNumerical Integration | —Unverified | 0 |
| Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls | Nov 28, 2022 | Combinatorial OptimizationExperimental Design | —Unverified | 0 |
| Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgments | Nov 28, 2022 | Experimental DesignFace Model | —Unverified | 0 |
| The Informational Role of Online Recommendations: Evidence from a Field Experiment | Nov 25, 2022 | Experimental DesignMovie Recommendation | —Unverified | 0 |
| Trust Your : Gradient-based Intervention Targeting for Causal Discovery | Nov 24, 2022 | Causal DiscoveryExperimental Design | —Unverified | 0 |
| Oncology and mechanics: landmark studies and promising clinical applications | Nov 16, 2022 | Experimental DesignManagement | —Unverified | 0 |
| Application of Graph Neural Networks and graph descriptors for graph classification | Nov 7, 2022 | ClassificationDrug Discovery | —Unverified | 0 |
| Measuring Progress on Scalable Oversight for Large Language Models | Nov 4, 2022 | Experimental DesignLanguage Modelling | —Unverified | 0 |
| Privacy Aware Experiments without Cookies | Nov 3, 2022 | Experimental Designvalid | —Unverified | 0 |
| How to sample and when to stop sampling: The generalized Wald problem and minimax policies | Oct 28, 2022 | Experimental Design | —Unverified | 0 |
| Regret Bounds and Experimental Design for Estimate-then-Optimize | Oct 27, 2022 | Decision MakingExperimental Design | —Unverified | 0 |
| PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits | Oct 25, 2022 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Adaptive Experimental Design and Counterfactual Inference | Oct 25, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Experimental design for causal query estimation in partially observed biomolecular networks | Oct 24, 2022 | Experimental Design | CodeCode Available | 0 |
| Validation of Composite Systems by Discrepancy Propagation | Oct 21, 2022 | Experimental Designvalid | —Unverified | 0 |