| Law to Binary Tree -- An Formal Interpretation of Legal Natural Language | Dec 16, 2022 | Decision MakingLegal Reasoning | —Unverified | 0 |
| Provable Fairness for Neural Network Models using Formal Verification | Dec 16, 2022 | Decision MakingFairness | —Unverified | 0 |
| Constitutional AI: Harmlessness from AI Feedback | Dec 15, 2022 | Decision Making | CodeCode Available | 4 |
| Explainable Machine Learning for Hydrocarbon Prospect Risking | Dec 15, 2022 | AttributeDecision Making | —Unverified | 0 |
| Multi-Resolution Online Deterministic Annealing: A Hierarchical and Progressive Learning Architecture | Dec 15, 2022 | Decision Making | CodeCode Available | 0 |
| Scalable Bayesian Uncertainty Quantification for Neural Network Potentials: Promise and Pitfalls | Dec 15, 2022 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Sim-to-Real Transfer for Quadrupedal Locomotion via Terrain Transformer | Dec 15, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning in Credit Scoring and Underwriting | Dec 15, 2022 | Decision MakingEfficient Exploration | —Unverified | 0 |
| Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems | Dec 15, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Active Inference and Reinforcement Learning: A unified inference on continuous state and action spaces under partial observability | Dec 15, 2022 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| A scalable framework for annotating photovoltaic cell defects in electroluminescence images | Dec 15, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Invariant Lipschitz Bandits: A Side Observation Approach | Dec 14, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| SAIF: Sparse Adversarial and Imperceptible Attack Framework | Dec 14, 2022 | Decision Makingimage-classification | —Unverified | 0 |
| Policy Adaptation from Foundation Model Feedback | Dec 14, 2022 | Decision Makingmodel | —Unverified | 0 |
| Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems | Dec 14, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Artificial intelligence-driven digital twin of a modern house demonstrated in virtual reality | Dec 14, 2022 | Decision MakingDescriptive | —Unverified | 0 |
| Explaining Agent's Decision-making in a Hierarchical Reinforcement Learning Scenario | Dec 14, 2022 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Multi-Target Decision Making under Conditions of Severe Uncertainty | Dec 13, 2022 | Decision Making | —Unverified | 0 |
| PCA Methods and Evidence Based Filtering for Robust Aircraft Sensor Fault Diagnosis | Dec 13, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Explanations Can Reduce Overreliance on AI Systems During Decision-Making | Dec 13, 2022 | Decision Making | —Unverified | 0 |
| Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map | Dec 13, 2022 | Decision Making | —Unverified | 0 |
| Comparing the Decision-Making Mechanisms by Transformers and CNNs via Explanation Methods | Dec 13, 2022 | Decision Making | —Unverified | 0 |
| Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting | Dec 13, 2022 | Decision MakingFairness | —Unverified | 0 |
| Towards Efficient Dynamic Uplink Scheduling over Multiple Unknown Channels | Dec 13, 2022 | Decision MakingScheduling | —Unverified | 0 |
| Reinforced Approximate Exploratory Data Analysis | Dec 12, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
