| Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank | Dec 24, 2022 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Cross-Domain Shopping and Stock Trend Analysis | Dec 23, 2022 | Decision Making | —Unverified | 0 |
| Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information | Dec 23, 2022 | Decision MakingOff-policy evaluation | —Unverified | 0 |
| An active learning method for solving competitive multi-agent decision-making and control problems | Dec 23, 2022 | Active LearningDecision Making | CodeCode Available | 0 |
| Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods | Dec 23, 2022 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow | Dec 23, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT | Dec 23, 2022 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Security and Interpretability in Automotive Systems | Dec 23, 2022 | Decision MakingTime Series Analysis | —Unverified | 0 |
| UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering | Dec 21, 2022 | Data AugmentationDecision Making | —Unverified | 0 |
| Neighboring state-based RL Exploration | Dec 21, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Decision-making and control with diffractive optical networks | Dec 21, 2022 | Autonomous DrivingCar Racing | CodeCode Available | 0 |
| Online Statistical Inference in Decision-Making with Matrix Context | Dec 21, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Bandit approach to conflict-free multi-agent Q-learning in view of photonic implementation | Dec 20, 2022 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Towards Reasoning in Large Language Models: A Survey | Dec 20, 2022 | Decision MakingSurvey | CodeCode Available | 2 |
| Scheduling with Predictions | Dec 20, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding | Dec 19, 2022 | Decision MakingRobust Design | —Unverified | 0 |
| Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension | Dec 19, 2022 | Decision MakingMachine Reading Comprehension | —Unverified | 0 |
| Explaining Classifications to Non Experts: An XAI User Study of Post Hoc Explanations for a Classifier When People Lack Expertise | Dec 19, 2022 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark | Dec 19, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| GAN-based Tabular Data Generator for Constructing Synopsis in Approximate Query Processing: Challenges and Solutions | Dec 18, 2022 | Decision Making | —Unverified | 0 |
| TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective | Dec 17, 2022 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Toward BCI-enabled Metaverse: A Joint Learning and Resource Allocation Approach | Dec 17, 2022 | Brain Computer InterfaceDecision Making | —Unverified | 0 |
| Robust Predictive Output-Feedback Safety Filter for Uncertain Nonlinear Control Systems | Dec 17, 2022 | Decision Making | CodeCode Available | 0 |
| ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks | Dec 16, 2022 | Decision Making | CodeCode Available | 1 |
| Predicting Autonomous Vehicle Collision Injury Severity Levels for Ethical Decision Making and Path Planning | Dec 16, 2022 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| 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 |