| The Mismeasure of Man and Models: Evaluating Allocational Harms in Large Language Models | Aug 2, 2024 | Decision MakingModel Selection | —Unverified | 0 |
| Metareasoning in uncertain environments: a meta-BAMDP framework | Aug 2, 2024 | Decision Making | —Unverified | 0 |
| Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment | Aug 2, 2024 | Decision MakingEthics | —Unverified | 0 |
| Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images | Aug 1, 2024 | Brain Tumor ClassificationDecision Making | —Unverified | 0 |
| Improving Machine Learning Based Sepsis Diagnosis Using Heart Rate Variability | Aug 1, 2024 | Decision MakingFeature Engineering | —Unverified | 0 |
| Generalisation of Total Uncertainty in AI: A Theoretical Study | Aug 1, 2024 | Decision Making | —Unverified | 0 |
| Reinforcement Learning applied to Insurance Portfolio Pursuit | Aug 1, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Load Balancing in Federated Learning | Aug 1, 2024 | Decision MakingFairness | —Unverified | 0 |
| Cost-Effective Hallucination Detection for LLMs | Jul 31, 2024 | Decision MakingFact Checking | —Unverified | 0 |
| Pathology Foundation Models | Jul 31, 2024 | Decision MakingPrognosis | —Unverified | 0 |
| Who should I trust? A Visual Analytics Approach for Comparing Net Load Forecasting Models | Jul 31, 2024 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Voxel Scene Graph for Intracranial Hemorrhage | Jul 31, 2024 | Decision MakingGraph Generation | CodeCode Available | 0 |
| KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making | Jul 31, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| Interpreting and learning voice commands with a Large Language Model for a robot system | Jul 31, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations | Jul 30, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Towards an Integrated Performance Framework for Fire Science and Management Workflows | Jul 30, 2024 | Decision MakingManagement | —Unverified | 0 |
| Enhancing Agricultural Machinery Management through Advanced LLM Integration | Jul 30, 2024 | Decision MakingManagement | —Unverified | 0 |
| Powerful A/B-Testing Metrics and Where to Find Them | Jul 30, 2024 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Extending choice assessments to choice functions: An algorithm for computing the natural extension | Jul 30, 2024 | Decision Making | —Unverified | 0 |
| Deduction Game Framework and Information Set Entropy Search | Jul 30, 2024 | Decision Making | —Unverified | 0 |
| From Feature Importance to Natural Language Explanations Using LLMs with RAG | Jul 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| How to Choose a Reinforcement-Learning Algorithm | Jul 30, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| SAPG: Split and Aggregate Policy Gradients | Jul 29, 2024 | Decision MakingGPU | —Unverified | 0 |
| Mitigating Farmland Biodiversity Loss: A Bio-Economic Model of Land Consolidation and Pesticide Use | Jul 29, 2024 | Decision Making | —Unverified | 0 |
| Domain Adaptable Prescriptive AI Agent for Enterprise | Jul 29, 2024 | AI AgentCausal Inference | —Unverified | 0 |
| Evolution of cooperation in the public goods game with Q-learning | Jul 29, 2024 | Decision MakingImitation Learning | —Unverified | 0 |
| AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias | Jul 29, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| "A Good Bot Always Knows Its Limitations": Assessing Autonomous System Decision-making Competencies through Factorized Machine Self-confidence | Jul 29, 2024 | Decision Making | CodeCode Available | 0 |
| Appraisal-Guided Proximal Policy Optimization: Modeling Psychological Disorders in Dynamic Grid World | Jul 29, 2024 | Decision MakingEmotional Intelligence | —Unverified | 0 |
| Legal Minds, Algorithmic Decisions: How LLMs Apply Constitutional Principles in Complex Scenarios | Jul 29, 2024 | Decision Making | —Unverified | 0 |
| Application of Unsupervised Artificial Neural Network (ANN) Self_Organizing Map (SOM) in Identifying Main Car Sales Factors | Jul 29, 2024 | Decision MakingMarketing | —Unverified | 0 |
| AOTree: Aspect Order Tree-based Model for Explainable Recommendation | Jul 29, 2024 | Decision MakingExplainable Recommendation | —Unverified | 0 |
| Anomalous State Sequence Modeling to Enhance Safety in Reinforcement Learning | Jul 29, 2024 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| An Interpretable Rule Creation Method for Black-Box Models based on Surrogate Trees -- SRules | Jul 29, 2024 | Decision Making | —Unverified | 0 |
| Time series forecasting with high stakes: A field study of the air cargo industry | Jul 29, 2024 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Evaluating LLMs for Text-to-SQL Generation With Complex SQL Workload | Jul 28, 2024 | Decision MakingPrompt Engineering | —Unverified | 0 |
| Uncertainty Quantification of Data Shapley via Statistical Inference | Jul 28, 2024 | Data ValuationDecision Making | —Unverified | 0 |
| Logic Distillation: Learning from Code Function by Function for Planning and Decision-making | Jul 28, 2024 | Decision MakingKnowledge Distillation | —Unverified | 0 |
| EPD: Long-term Memory Extraction, Context-awared Planning and Multi-iteration Decision @ EgoPlan Challenge ICML 2024 | Jul 28, 2024 | Decision MakingTask Planning | CodeCode Available | 0 |
| On the benefits of pixel-based hierarchical policies for task generalization | Jul 27, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Optimizing Synthetic Data for Enhanced Pancreatic Tumor Segmentation | Jul 27, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| Reinforcement Learning for Sustainable Energy: A Survey | Jul 26, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Set risk measures | Jul 26, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Practical Marketplace Optimization at Uber Using Causally-Informed Machine Learning | Jul 26, 2024 | Decision Making | —Unverified | 0 |
| Spatial Temporal Approach for High-Resolution Gridded Wind Forecasting across Southwest Western Australia | Jul 26, 2024 | Decision Making | —Unverified | 0 |
| Automated Ensemble Multimodal Machine Learning for Healthcare | Jul 25, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Assessing AI Utility: The Random Guesser Test for Sequential Decision-Making Systems | Jul 25, 2024 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Enhancing Agent Learning through World Dynamics Modeling | Jul 25, 2024 | Decision Making | CodeCode Available | 0 |
| Network Inversion of Convolutional Neural Nets | Jul 25, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Financial Statement Analysis with Large Language Models | Jul 25, 2024 | Decision Making | —Unverified | 0 |