| One Explanation to Rule them All -- Ensemble Consistent Explanations | May 18, 2022 | Allcounterfactual | CodeCode Available | 0 |
| Hybrid Machine Learning Modeling of Engineering Systems -- A Probabilistic Perspective Tested on a Multiphase Flow Modeling Case Study | May 18, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Marginal and Joint Cross-Entropies & Predictives for Online Bayesian Inference, Active Learning, and Active Sampling | May 18, 2022 | Active LearningBayesian Inference | —Unverified | 0 |
| Learning latent representations for operational nitrogen response rate prediction | May 18, 2022 | Decision MakingFeature Engineering | —Unverified | 0 |
| Cyber Risk Assessment for Capital Management | May 17, 2022 | Decision MakingManagement | —Unverified | 0 |
| Intuitive and Efficient Human-robot Collaboration via Real-time Approximate Bayesian Inference | May 17, 2022 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Model Agnostic Local Explanations of Reject | May 16, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Decision Making for Hierarchical Multi-label Classification with Multidimensional Local Precision Rate | May 16, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Autonomous Open-Ended Learning of Tasks with Non-Stationary Interdependencies | May 16, 2022 | Decision Making | —Unverified | 0 |
| 2SLS with Multiple Treatments | May 16, 2022 | Decision Making | —Unverified | 0 |
| Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations | May 15, 2022 | Decision MakingFairness | —Unverified | 0 |
| From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory | May 15, 2022 | Decision Making | —Unverified | 0 |
| Developing patient-driven artificial intelligence based on personal rankings of care decision making steps | May 15, 2022 | Decision Making | —Unverified | 0 |
| Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning | May 15, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis | May 15, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Fairness and Explainability in Automatic Decision-Making Systems. A challenge for computer science and law | May 14, 2022 | Decision MakingFairness | —Unverified | 0 |
| GoalNet: Inferring Conjunctive Goal Predicates from Human Plan Demonstrations for Robot Instruction Following | May 14, 2022 | Decision MakingInstruction Following | CodeCode Available | 0 |
| Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing | May 14, 2022 | Decision MakingQ-Learning | —Unverified | 0 |
| Large-Scale Sequential Learning for Recommender and Engineering Systems | May 13, 2022 | Decision MakingRecommendation Systems | —Unverified | 0 |
| From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach | May 13, 2022 | AnatomyDecision Making | —Unverified | 0 |
| Modeling Human Behavior Part II -- Cognitive approaches and Uncertainty | May 13, 2022 | Decision Making | —Unverified | 0 |
| EyeDAS: Securing Perception of Autonomous Cars Against the Stereoblindness Syndrome | May 13, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Uninorm-like parametric activation functions for human-understandable neural models | May 13, 2022 | Decision Making | —Unverified | 0 |
| Some neighborhood-related fuzzy covering-based rough set models and their applications for decision making | May 13, 2022 | Decision Making | —Unverified | 0 |
| RTMaps-based Local Dynamic Map for multi-ADAS data fusion | May 13, 2022 | Decision Making | —Unverified | 0 |