| Time series forecasting with high stakes: A field study of the air cargo industry | Jul 29, 2024 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Uncertainty Quantification of Data Shapley via Statistical Inference | Jul 28, 2024 | Data ValuationDecision Making | —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 |
| Evaluating LLMs for Text-to-SQL Generation With Complex SQL Workload | Jul 28, 2024 | Decision MakingPrompt Engineering | —Unverified | 0 |
| Logic Distillation: Learning from Code Function by Function for Planning and Decision-making | Jul 28, 2024 | Decision MakingKnowledge Distillation | —Unverified | 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 |
| Spatial Temporal Approach for High-Resolution Gridded Wind Forecasting across Southwest Western Australia | Jul 26, 2024 | Decision Making | —Unverified | 0 |
| Practical Marketplace Optimization at Uber Using Causally-Informed Machine Learning | Jul 26, 2024 | Decision Making | —Unverified | 0 |
| Set risk measures | Jul 26, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Reinforcement Learning for Sustainable Energy: A Survey | Jul 26, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Assessing AI Utility: The Random Guesser Test for Sequential Decision-Making Systems | Jul 25, 2024 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Large Language Model Integrated Healthcare Cyber-Physical Systems Architecture | Jul 25, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning | Jul 25, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Financial Statement Analysis with Large Language Models | Jul 25, 2024 | Decision Making | —Unverified | 0 |
| Automated Ensemble Multimodal Machine Learning for Healthcare | Jul 25, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Network Inversion of Convolutional Neural Nets | Jul 25, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Enhancing Agent Learning through World Dynamics Modeling | Jul 25, 2024 | Decision Making | CodeCode Available | 0 |
| Sentiment Reasoning for Healthcare | Jul 24, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| Towards Neural Network based Cognitive Models of Dynamic Decision-Making by Humans | Jul 24, 2024 | Decision Making | CodeCode Available | 0 |
| Simulation in discrete choice models evaluation: SDCM, a simulation tool for performance evaluation of DCMs | Jul 24, 2024 | Decision MakingDiscrete Choice Models | —Unverified | 0 |
| An MDP-Based Approach for Distribution System Control with PV Generation and Battery Storage | Jul 24, 2024 | Decision Making | —Unverified | 0 |
| Toward an Integrated Decision Making Framework for Optimized Stroke Diagnosis with DSA and Treatment under Uncertainty | Jul 24, 2024 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Enhanced Deep Learning Methodologies and MRI Selection Techniques for Dementia Diagnosis in the Elderly Population | Jul 24, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Evaluating Uncertainties in Electricity Markets via Machine Learning and Quantum Computing | Jul 23, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |