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| Uncertainty Quantification in Portfolio Temperature Alignment | Dec 5, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Safe Adaptive Cruise Control Under Perception Uncertainty: A Deep Ensemble and Conformal Tube Model Predictive Control Approach | Dec 5, 2024 | Autonomous DrivingConformal Prediction | —Unverified | 0 |
| From Words to Workflows: Automating Business Processes | Dec 4, 2024 | Decision MakingInstruction Following | —Unverified | 0 |
| Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi | Dec 4, 2024 | Decision MakingFairness | —Unverified | 0 |
| Incorporating System-level Safety Requirements in Perception Models via Reinforcement Learning | Dec 4, 2024 | Decision Making | —Unverified | 0 |
| Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers | Dec 4, 2024 | Decision Making | CodeCode Available | 0 |
| CBEval: A framework for evaluating and interpreting cognitive biases in LLMs | Dec 4, 2024 | Decision Making | —Unverified | 0 |
| Explainable Malware Detection through Integrated Graph Reduction and Learning Techniques | Dec 4, 2024 | Decision MakingMalware Detection | —Unverified | 0 |
| Risk-aware Classification via Uncertainty Quantification | Dec 4, 2024 | ClassificationDecision Making | —Unverified | 0 |
| Patient-specific prediction of glioblastoma growth via reduced order modeling and neural networks | Dec 4, 2024 | Decision MakingSpecificity | —Unverified | 0 |
| Selective Reviews of Bandit Problems in AI via a Statistical View | Dec 3, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction | Dec 3, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Failure Probability Estimation for Black-Box Autonomous Systems using State-Dependent Importance Sampling Proposals | Dec 3, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Semantic Tokens in Retrieval Augmented Generation | Dec 3, 2024 | Decision MakingQuestion Answering | —Unverified | 0 |
| OMENN: One Matrix to Explain Neural Networks | Dec 3, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Lean classical-quantum hybrid neural network model for image classification | Dec 3, 2024 | ClassificationDecision Making | —Unverified | 0 |
| Wasserstein Markets for Differentially-Private Data | Dec 3, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Explainable CTR Prediction via LLM Reasoning | Dec 3, 2024 | Click-Through Rate PredictionDecision Making | —Unverified | 0 |
| A privacy-preserving distributed credible evidence fusion algorithm for collective decision-making | Dec 3, 2024 | Decision MakingLow-Rank Matrix Completion | —Unverified | 0 |
| Technical Report on Reinforcement Learning Control on the Lucas-Nülle Inverted Pendulum | Dec 3, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Self-Supervised Learning-Based Path Planning and Obstacle Avoidance Using PPO and B-Splines in Unknown Environments | Dec 3, 2024 | Decision MakingSelf-Supervised Learning | —Unverified | 0 |
| Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement Learning | Dec 3, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control | Dec 3, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| SAUP: Situation Awareness Uncertainty Propagation on LLM Agent | Dec 2, 2024 | Decision Making | —Unverified | 0 |