| Fairness Auditing with Multi-Agent Collaboration | Feb 13, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Causal Learning for Trustworthy Recommender Systems: A Survey | Feb 13, 2024 | Decision MakingFairness | —Unverified | 0 |
| Inherent Diverse Redundant Safety Mechanisms for AI-based Software Elements in Automotive Applications | Feb 13, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth | Feb 12, 2024 | counterfactualDecision Making | CodeCode Available | 2 |
| From Data to Decisions: The Transformational Power of Machine Learning in Business Recommendations | Feb 12, 2024 | Decision MakingFeature Engineering | —Unverified | 0 |
| Addressing cognitive bias in medical language models | Feb 12, 2024 | Decision Making | CodeCode Available | 1 |
| Distributed Anomaly Detection in Modern Power Systems: A Penalty-based Mitigation Approach | Feb 12, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| SPO: Sequential Monte Carlo Policy Optimisation | Feb 12, 2024 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 3 |
| Enhancing Multi-Criteria Decision Analysis with AI: Integrating Analytic Hierarchy Process and GPT-4 for Automated Decision Support | Feb 12, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Towards Unified Alignment Between Agents, Humans, and Environment | Feb 12, 2024 | Decision MakingReranking | —Unverified | 0 |
| Auxiliary Reward Generation with Transition Distance Representation Learning | Feb 12, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Retrieval Augmented Thought Process for Private Data Handling in Healthcare | Feb 12, 2024 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models | Feb 12, 2024 | Decision MakingDenoising | CodeCode Available | 0 |
| Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization | Feb 12, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Task-conditioned adaptation of visual features in multi-task policy learning | Feb 12, 2024 | Decision Making | —Unverified | 0 |
| From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration | Feb 12, 2024 | Decision Making | CodeCode Available | 0 |
| Online Sequential Decision-Making with Unknown Delays | Feb 12, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection | Feb 12, 2024 | Decision MakingFake News Detection | CodeCode Available | 1 |
| A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation | Feb 12, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning | Feb 12, 2024 | Decision MakingDrift Detection | CodeCode Available | 0 |
| MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning | Feb 12, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Replicability is Asymptotically Free in Multi-armed Bandits | Feb 12, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review | Feb 11, 2024 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Decoupling Learning and Decision-Making: Breaking the O(T) Barrier in Online Resource Allocation with First-Order Methods | Feb 11, 2024 | Decision MakingManagement | —Unverified | 0 |
| Natural Language Reinforcement Learning | Feb 11, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |