| Towards Explainable Multimodal Depression Recognition for Clinical Interviews | Jan 27, 2025 | Decision MakingDepression Detection | CodeCode Available | 0 |
| Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models | Jan 27, 2025 | Arrhythmia DetectionConformal Prediction | CodeCode Available | 0 |
| Integrating Probabilistic Trees and Causal Networks for Clinical and Epidemiological Data | Jan 27, 2025 | Decision MakingSensitivity | —Unverified | 0 |
| The Potential of Large Language Models in Supply Chain Management: Advancing Decision-Making, Efficiency, and Innovation | Jan 26, 2025 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Preventing Household Bankruptcy: The One-Third Rule in Financial Planning with Mathematical Validation and Game-Theoretic Insights | Jan 26, 2025 | Decision Making | —Unverified | 0 |
| Foundations of a Knee Joint Digital Twin from qMRI Biomarkers for Osteoarthritis and Knee Replacement | Jan 26, 2025 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Amortized Safe Active Learning for Real-Time Data Acquisition: Pretrained Neural Policies from Simulated Nonparametric Functions | Jan 26, 2025 | Active LearningDecision Making | —Unverified | 0 |
| Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models | Jan 26, 2025 | Decision MakingSelf-Supervised Learning | —Unverified | 0 |
| RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning | Jan 26, 2025 | Decision MakingTravel Time Estimation | —Unverified | 0 |
| An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis | Jan 25, 2025 | Decision MakingRAG | CodeCode Available | 0 |
| Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions | Jan 25, 2025 | Decision Making | —Unverified | 0 |
| Welfare Modeling with AI as Economic Agents: A Game-Theoretic and Behavioral Approach | Jan 25, 2025 | Decision Making | —Unverified | 0 |
| Extensive Exploration in Complex Traffic Scenarios using Hierarchical Reinforcement Learning | Jan 25, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Development and Application of Self-Supervised Machine Learning for Smoke Plume and Active Fire Identification from the FIREX-AQ Datasets | Jan 25, 2025 | Decision Making | —Unverified | 0 |
| Efficient and Interpretable Neural Networks Using Complex Lehmer Transform | Jan 25, 2025 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Inductive Biases for Zero-shot Systematic Generalization in Language-informed Reinforcement Learning | Jan 25, 2025 | Decision MakingSystematic Generalization | CodeCode Available | 0 |
| Decision Making in Changing Environments: Robustness, Query-Based Learning, and Differential Privacy | Jan 24, 2025 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| DepressionX: Knowledge Infused Residual Attention for Explainable Depression Severity Assessment | Jan 24, 2025 | Decision Making | CodeCode Available | 0 |
| Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation | Jan 24, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Approach to Designing CV Systems for Medical Applications: Data, Architecture and AI | Jan 24, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| ACT-JEPA: Joint-Embedding Predictive Architecture Improves Policy Representation Learning | Jan 24, 2025 | ChunkingDecision Making | —Unverified | 0 |
| Multi-agent KTO: Reinforcing Strategic Interactions of Large Language Model in Language Game | Jan 24, 2025 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Deep Learning-Powered Classification of Thoracic Diseases in Chest X-Rays | Jan 24, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Algorithmic Inheritance: Surname Bias in AI Decisions Reinforces Intergenerational Inequality | Jan 23, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| Human-Alignment Influences the Utility of AI-assisted Decision Making | Jan 23, 2025 | Decision Making | CodeCode Available | 0 |