| Leveraging AI for Automatic Classification of PCOS Using Ultrasound Imaging | Dec 30, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| Joint Scoring Rules: Zero-Sum Competition Avoids Performative Prediction | Dec 30, 2024 | Decision Making | —Unverified | 0 |
| Learning Epidemiological Dynamics via the Finite Expression Method | Dec 30, 2024 | Decision Making | —Unverified | 0 |
| KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation | Dec 30, 2024 | Decision MakingGraph Question Answering | —Unverified | 0 |
| Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry | Dec 30, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Plancraft: an evaluation dataset for planning with LLM agents | Dec 30, 2024 | Decision MakingMinecraft | CodeCode Available | 1 |
| A Comprehensive Framework for Reliable Legal AI: Combining Specialized Expert Systems and Adaptive Refinement | Dec 29, 2024 | Decision MakingKnowledge Graphs | —Unverified | 0 |
| A fuzzy rank-based ensemble of CNN models for MRI segmentation | Dec 28, 2024 | Decision MakingMRI segmentation | CodeCode Available | 0 |
| Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles | Dec 28, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Towards influence centrality: where to not add an edge in the network? | Dec 28, 2024 | Decision Making | —Unverified | 0 |
| Leveraging Large Language Models for Enhancing Autonomous Vehicle Perception | Dec 28, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| MAFT: Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search | Dec 28, 2024 | AttributeDecision Making | —Unverified | 0 |
| Quantiles under ambiguity and risk sharing | Dec 27, 2024 | Decision Making | —Unverified | 0 |
| Hidformer: Transformer-Style Neural Network in Stock Price Forecasting | Dec 27, 2024 | Algorithmic TradingDecision Making | —Unverified | 0 |
| Uncertainty quantification for improving radiomic-based models in radiation pneumonitis prediction | Dec 27, 2024 | Conformal PredictionDecision Making | —Unverified | 0 |
| A Review on the Integration of Artificial Intelligence and Medical Imaging in IVF Ovarian Stimulation | Dec 27, 2024 | Decision Making | —Unverified | 0 |
| Disparate Model Performance and Stability in Machine Learning Clinical Support for Diabetes and Heart Diseases | Dec 27, 2024 | Decision Making | —Unverified | 0 |
| Optimizing Fantasy Sports Team Selection with Deep Reinforcement Learning | Dec 26, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Modality-Projection Universal Model for Comprehensive Full-Body Medical Imaging Segmentation | Dec 26, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| A theory of appropriateness with applications to generative artificial intelligence | Dec 26, 2024 | Decision MakingNavigate | —Unverified | 0 |
| Data clustering: an essential technique in data science | Dec 25, 2024 | ClusteringDecision Making | —Unverified | 0 |
| Bridging Interpretability and Robustness Using LIME-Guided Model Refinement | Dec 25, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning | Dec 25, 2024 | Decision MakingOffline RL | CodeCode Available | 1 |
| A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support | Dec 24, 2024 | Decision Making | —Unverified | 0 |
| Advancing Explainability in Neural Machine Translation: Analytical Metrics for Attention and Alignment Consistency | Dec 24, 2024 | Decision MakingMachine Translation | —Unverified | 0 |
| Uncertainty Quantification in Stereo Matching | Dec 24, 2024 | Decision MakingDisentanglement | CodeCode Available | 0 |
| Real-world Deployment and Evaluation of PErioperative AI CHatbot (PEACH) -- a Large Language Model Chatbot for Perioperative Medicine | Dec 24, 2024 | ChatbotDecision Making | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock Market | Dec 24, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Bayesian Optimization of Bilevel Problems | Dec 24, 2024 | Bayesian OptimizationBilevel Optimization | —Unverified | 0 |
| Accelerating process control and optimization via machine learning: A review | Dec 24, 2024 | Decision Making | —Unverified | 0 |
| Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice | Dec 24, 2024 | Decision MakingFairness | —Unverified | 0 |
| MineStudio: A Streamlined Package for Minecraft AI Agent Development | Dec 24, 2024 | AI AgentDecision Making | CodeCode Available | 3 |
| GeneSUM: Large Language Model-based Gene Summary Extraction | Dec 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| BIG-MoE: Bypass Isolated Gating MoE for Generalized Multimodal Face Anti-Spoofing | Dec 24, 2024 | Decision MakingFace Anti-Spoofing | CodeCode Available | 0 |
| Quantum framework for Reinforcement Learning: Integrating Markov decision process, quantum arithmetic, and trajectory search | Dec 24, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent | Dec 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| An Instrumental Value for Data Production and its Application to Data Pricing | Dec 24, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| An Overview and Discussion of the Suitability of Existing Speech Datasets to Train Machine Learning Models for Collective Problem Solving | Dec 24, 2024 | Decision MakingSpoken Language Understanding | —Unverified | 0 |
| Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion | Dec 23, 2024 | Decision MakingMulti-modal Classification | CodeCode Available | 1 |
| CARL-GT: Evaluating Causal Reasoning Capabilities of Large Language Models | Dec 23, 2024 | Decision MakingMath | CodeCode Available | 1 |
| Explainability in Neural Networks for Natural Language Processing Tasks | Dec 23, 2024 | Decision Makingtext-classification | —Unverified | 0 |
| A Dual-Perspective Metaphor Detection Framework Using Large Language Models | Dec 23, 2024 | Decision MakingKnowledge Graphs | CodeCode Available | 0 |
| LegalAgentBench: Evaluating LLM Agents in Legal Domain | Dec 23, 2024 | Decision Making | CodeCode Available | 1 |
| EPE-P: Evidence-based Parameter-efficient Prompting for Multimodal Learning with Missing Modalities | Dec 23, 2024 | Decision Making | CodeCode Available | 0 |
| Enhancing Cancer Diagnosis with Explainable & Trustworthy Deep Learning Models | Dec 23, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| The Role of XAI in Transforming Aeronautics and Aerospace Systems | Dec 23, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| MineAgent: Towards Remote-Sensing Mineral Exploration with Multimodal Large Language Models | Dec 23, 2024 | Decision Making | —Unverified | 0 |
| Fairness in Reinforcement Learning with Bisimulation Metrics | Dec 22, 2024 | Decision MakingFairness | —Unverified | 0 |
| Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration | Dec 22, 2024 | Decision MakingMachine Translation | CodeCode Available | 0 |
| Decentralized Governance of Autonomous AI Agents | Dec 22, 2024 | Decision Making | —Unverified | 0 |