| Sample-efficient Adversarial Imitation Learning | Mar 14, 2023 | Decision MakingImitation Learning | —Unverified | 0 |
| The Equitable AI Research Roundtable (EARR): Towards Community-Based Decision Making in Responsible AI Development | Mar 14, 2023 | Decision Making | —Unverified | 0 |
| Merging Decision Transformers: Weight Averaging for Forming Multi-Task Policies | Mar 14, 2023 | Decision MakingMuJoCo | CodeCode Available | 0 |
| Mitigating the Impact of Uncertain Wildfire Risk on Power Grids through Topology Control | Mar 14, 2023 | Decision Making | —Unverified | 0 |
| Towards risk-informed PBSHM: Populations as hierarchical systems | Mar 13, 2023 | Decision MakingStructural Health Monitoring | —Unverified | 0 |
| Towards a quantitative theory of tolerance | Mar 13, 2023 | Decision Making | —Unverified | 0 |
| Superhuman Artificial Intelligence Can Improve Human Decision Making by Increasing Novelty | Mar 13, 2023 | counterfactualDecision Making | —Unverified | 0 |
| Revealed Multi-Objective Utility Aggregation in Human Driving | Mar 13, 2023 | Decision Making | —Unverified | 0 |
| A new methodology to predict the oncotype scores based on clinico-pathological data with similar tumor profiles | Mar 13, 2023 | Decision Making | —Unverified | 0 |
| A Story of Consistency: Bridging the Gap between Bentham and Rawls Foundations | Mar 13, 2023 | Decision Making | —Unverified | 0 |
| Optimization of the location and design of urban green spaces | Mar 13, 2023 | Decision Making | —Unverified | 0 |
| Deploying Offline Reinforcement Learning with Human Feedback | Mar 13, 2023 | Decision MakingModel Selection | —Unverified | 0 |
| Context-Aware Selective Label Smoothing for Calibrating Sequence Recognition Model | Mar 13, 2023 | Decision MakingScene Text Recognition | —Unverified | 0 |
| Decision Making for Human-in-the-loop Robotic Agents via Uncertainty-Aware Reinforcement Learning | Mar 12, 2023 | Decision Making | —Unverified | 0 |
| BCSSN: Bi-direction Compact Spatial Separable Network for Collision Avoidance in Autonomous Driving | Mar 12, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting Tasks | Mar 12, 2023 | Decision MakingDecoder | CodeCode Available | 1 |
| Trust your neighbours: Penalty-based constraints for model calibration | Mar 11, 2023 | Decision Making | CodeCode Available | 0 |
| Longitudinal Performance of Iris Recognition in Children: Time Intervals up to Six years | Mar 10, 2023 | Decision MakingIris Recognition | —Unverified | 0 |
| Machine learning for sports betting: should model selection be based on accuracy or calibration? | Mar 10, 2023 | Decision MakingModel Selection | CodeCode Available | 0 |
| Pacos: Modeling Users' Interpretable and Context-Dependent Choices in Preference Reversals | Mar 10, 2023 | Decision Making | —Unverified | 0 |
| Decision-Making Under Uncertainty: Beyond Probabilities | Mar 10, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| On the Fusion Strategies for Federated Decision Making | Mar 10, 2023 | Decision Making | —Unverified | 0 |
| A Framework for History-Aware Hyperparameter Optimisation in Reinforcement Learning | Mar 9, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Improving Recommendation Systems with User Personality Inferred from Product Reviews | Mar 9, 2023 | Decision MakingMusic Recommendation | —Unverified | 0 |
| Knowledge-augmented Risk Assessment (KaRA): a hybrid-intelligence framework for supporting knowledge-intensive risk assessment of prospect candidates | Mar 9, 2023 | Decision MakingPOS | —Unverified | 0 |
| Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit | Mar 9, 2023 | Decision MakingICU Admission | —Unverified | 0 |
| Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment | Mar 9, 2023 | Data AugmentationDecision Making | —Unverified | 0 |
| Mastering Strategy Card Game (Hearthstone) with Improved Techniques | Mar 9, 2023 | Decision Making | —Unverified | 0 |
| Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks | Mar 9, 2023 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Probe: Learning Users' Personalized Projection Bias in Intertemporal Choices | Mar 9, 2023 | Decision Making | —Unverified | 0 |
| Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards | Mar 9, 2023 | Decision Makingregression | —Unverified | 0 |
| Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics | Mar 8, 2023 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Automated Cyber Defence: A Review | Mar 8, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Bounding the Probabilities of Benefit and Harm Through Sensitivity Parameters and Proxies | Mar 8, 2023 | Decision MakingSensitivity | —Unverified | 0 |
| Inference on Optimal Dynamic Policies via Softmax Approximation | Mar 8, 2023 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Towards Trust of Explainable AI in Thyroid Nodule Diagnosis | Mar 8, 2023 | Decision MakingDensity Estimation | CodeCode Available | 1 |
| A topological classifier to characterize brain states: When shape matters more than variance | Mar 7, 2023 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play | Mar 7, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning | Mar 7, 2023 | Causal InferenceConformal Prediction | CodeCode Available | 0 |
| Exploration via Epistemic Value Estimation | Mar 7, 2023 | Decision MakingEfficient Exploration | —Unverified | 0 |
| Foundation Models for Decision Making: Problems, Methods, and Opportunities | Mar 7, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| adaPARL: Adaptive Privacy-Aware Reinforcement Learning for Sequential-Decision Making Human-in-the-Loop Systems | Mar 7, 2023 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Learning Human-Compatible Representations for Case-Based Decision Support | Mar 6, 2023 | ClassificationDecision Making | CodeCode Available | 0 |
| ChatGPT is on the Horizon: Could a Large Language Model be Suitable for Intelligent Traffic Safety Research and Applications? | Mar 6, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning | Mar 6, 2023 | 2D Object DetectionDecision Making | —Unverified | 0 |
| Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design | Mar 6, 2023 | Decision Makingmodel | CodeCode Available | 0 |
| Scenario-Agnostic Zero-Trust Defense with Explainable Threshold Policy: A Meta-Learning Approach | Mar 6, 2023 | Decision MakingMeta-Learning | —Unverified | 0 |
| FinXABSA: Explainable Finance through Aspect-Based Sentiment Analysis | Mar 5, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Knowledge-Based Counterfactual Queries for Visual Question Answering | Mar 5, 2023 | counterfactualDecision Making | —Unverified | 0 |
| An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry | Mar 5, 2023 | Decision MakingManagement | —Unverified | 0 |