| AdvAgent: Controllable Blackbox Red-teaming on Web Agents | Oct 22, 2024 | Decision MakingRed Teaming | —Unverified | 0 |
| Hierarchical Upper Confidence Bounds for Constrained Online Learning | Oct 22, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Dynamic Adaptive Rank Space Exploration for Efficient Sentiment Analysis with Large Language Models | Oct 22, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Contrasting Attitudes Towards Current and Future AI Applications for Computerised Interpretation of ECG: A Clinical Stakeholder Interview Study | Oct 22, 2024 | Decision Making | —Unverified | 0 |
| Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning | Oct 22, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Resource-Efficient Sensor Fusion via System-Wide Dynamic Gated Neural Networks | Oct 22, 2024 | Decision MakingSensor Fusion | —Unverified | 0 |
| Improving Causal Reasoning in Large Language Models: A Survey | Oct 22, 2024 | Decision MakingSurvey | CodeCode Available | 2 |
| Dynamic graph neural networks for enhanced volatility prediction in financial markets | Oct 22, 2024 | Decision MakingGraph Attention | —Unverified | 0 |
| Literature Meets Data: A Synergistic Approach to Hypothesis Generation | Oct 22, 2024 | Deception DetectionDecision Making | CodeCode Available | 2 |
| How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? | Oct 21, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness | Oct 21, 2024 | Binary ClassificationDecision Making | —Unverified | 0 |
| How Performance Pressure Influences AI-Assisted Decision Making | Oct 21, 2024 | Decision Making | —Unverified | 0 |
| Learning-to-Defer for Extractive Question Answering | Oct 21, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Solving Sparse \& High-Dimensional-Output Regression via Compression | Oct 21, 2024 | Decision Makingregression | —Unverified | 0 |
| High-Fidelity Transfer of Functional Priors for Wide Bayesian Neural Networks by Learning Activations | Oct 21, 2024 | Decision MakingModel Selection | CodeCode Available | 0 |
| Increasing Interpretability of Neural Networks By Approximating Human Visual Saliency | Oct 21, 2024 | Active LearningDecision Making | —Unverified | 0 |
| A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models | Oct 21, 2024 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| Fine-Tuning LLMs for Reliable Medical Question-Answering Services | Oct 21, 2024 | Decision MakingMedical Question Answering | —Unverified | 0 |
| A Dual Process VLA: Efficient Robotic Manipulation Leveraging VLM | Oct 21, 2024 | Decision MakingVision-Language-Action | —Unverified | 0 |
| How to Build a Pre-trained Multimodal model for Simultaneously Chatting and Decision-making? | Oct 21, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization | Oct 21, 2024 | Abstractive Text SummarizationDecision Making | —Unverified | 0 |
| Reflection-Bench: probing AI intelligence with reflection | Oct 21, 2024 | counterfactualDecision Making | CodeCode Available | 1 |
| Learning-Augmented Algorithms for the Bahncard Problem | Oct 20, 2024 | Decision Making | —Unverified | 0 |
| TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models | Oct 20, 2024 | Decision MakingGraph Learning | —Unverified | 0 |
| Conditional Uncertainty Quantification for Tensorized Topological Neural Networks | Oct 20, 2024 | Decision MakingGraph Classification | —Unverified | 0 |
| SceneGraMMi: Scene Graph-boosted Hybrid-fusion for Multi-Modal Misinformation Veracity Prediction | Oct 20, 2024 | Decision MakingMisinformation | —Unverified | 0 |
| How Aligned are Generative Models to Humans in High-Stakes Decision-Making? | Oct 20, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| A Comprehensive Evaluation of Cognitive Biases in LLMs | Oct 20, 2024 | Decision Making | CodeCode Available | 1 |
| XAI-based Feature Ensemble for Enhanced Anomaly Detection in Autonomous Driving Systems | Oct 20, 2024 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 |
| Economic Anthropology in the Era of Generative Artificial Intelligence | Oct 20, 2024 | Decision Making | —Unverified | 0 |
| Who is Undercover? Guiding LLMs to Explore Multi-Perspective Team Tactic in the Game | Oct 20, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Large Language Models for Autonomous Driving (LLM4AD): Concept, Benchmark, Experiments, and Challenges | Oct 20, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making | Oct 19, 2024 | Decision MakingDiversity | CodeCode Available | 0 |
| GUIDE: Real-Time Human-Shaped Agents | Oct 19, 2024 | Decision MakingSparse Learning | —Unverified | 0 |
| Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction | Oct 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| GUIDEd Agents: Enhancing Navigation Policies through Task-Specific Uncertainty Abstraction in Localization-Limited Environments | Oct 19, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Distribution-Aware Compensation Design for Sustainable Data Rights in Machine Learning | Oct 19, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Linguistic Fuzzy Information Evolution with Random Leader Election Mechanism for Decision-Making Systems | Oct 19, 2024 | Decision Making | —Unverified | 0 |
| Water quality polluted by total suspended solids classified within an Artificial Neural Network approach | Oct 19, 2024 | Decision MakingTransfer Learning | —Unverified | 0 |
| Sentiment Analysis Based on RoBERTa for Amazon Review: An Empirical Study on Decision Making | Oct 18, 2024 | Decision MakingMarketing | —Unverified | 0 |
| Explainable AI in Handwriting Detection for Dyslexia Using Transfer Learning | Oct 18, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Constrained Recurrent Bayesian Forecasting for Crack Propagation | Oct 18, 2024 | Decision Making | —Unverified | 0 |
| Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning | Oct 18, 2024 | Decision Making | —Unverified | 0 |
| Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation | Oct 18, 2024 | Adversarial AttackDecision Making | —Unverified | 0 |
| Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning | Oct 18, 2024 | Decision MakingFederated Learning | —Unverified | 0 |
| Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data | Oct 18, 2024 | Binary ClassificationDecision Making | —Unverified | 0 |
| XForecast: Evaluating Natural Language Explanations for Time Series Forecasting | Oct 18, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Spectral Representations for Accurate Causal Uncertainty Quantification with Gaussian Processes | Oct 18, 2024 | Bayesian OptimisationDecision Making | CodeCode Available | 0 |
| Towards Unsupervised Validation of Anomaly-Detection Models | Oct 18, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Assistive AI for Augmenting Human Decision-making | Oct 18, 2024 | Decision Making | —Unverified | 0 |