| Bias and Error Mitigation in Software-Generated Data: An Advanced Search and Optimization Framework Leveraging Generative Code Models | Oct 17, 2023 | Decision Making | —Unverified | 0 |
| Studying the Effects of Sex-related Differences on Brain Age Prediction using brain MR Imaging | Oct 17, 2023 | Decision MakingExperimental Design | —Unverified | 0 |
| Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control | Oct 17, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle | Oct 17, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Accurate prediction of international trade flows: Leveraging knowledge graphs and their embeddings | Oct 17, 2023 | Decision MakingKnowledge Graph Embeddings | —Unverified | 0 |
| Sensitivity-Aware Amortized Bayesian Inference | Oct 17, 2023 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs | Oct 17, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Spatially-resolved hyperlocal weather prediction and anomaly detection using IoT sensor networks and machine learning techniques | Oct 17, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Emulating Human Cognitive Processes for Expert-Level Medical Question-Answering with Large Language Models | Oct 17, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Advantages of Machine Learning in Bus Transport Analysis | Oct 16, 2023 | Decision Making | —Unverified | 0 |
| Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning | Oct 16, 2023 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Leveraging Knowledge Distillation for Efficient Deep Reinforcement Learning in Resource-Constrained Environments | Oct 16, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes | Oct 16, 2023 | Decision MakingMath | CodeCode Available | 1 |
| Conformal Contextual Robust Optimization | Oct 16, 2023 | Conformal PredictionDecision Making | —Unverified | 0 |
| EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities | Oct 16, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Prediction of Arabic Legal Rulings using Large Language Models | Oct 16, 2023 | Decision MakingPrediction | —Unverified | 0 |
| Economics unchained: Investigating the role of cryptocurrency, blockchain and intricacies of Bitcoin price fluctuations | Oct 15, 2023 | Decision Making | —Unverified | 0 |
| Alpha Elimination: Using Deep Reinforcement Learning to Reduce Fill-In during Sparse Matrix Decomposition | Oct 15, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| XRMDN: An Extended Recurrent Mixture Density Network for Short-Term Probabilistic Rider Demand Forecasting with High Volatility | Oct 15, 2023 | Decision MakingDemand Forecasting | —Unverified | 0 |
| On Statistical Learning of Branch and Bound for Vehicle Routing Optimization | Oct 15, 2023 | Decision MakingGraph Attention | CodeCode Available | 1 |
| Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis | Oct 15, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| Autonomous Tree-search Ability of Large Language Models | Oct 14, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Framework for Empowering Reinforcement Learning Agents with Causal Analysis: Enhancing Automated Cryptocurrency Trading | Oct 14, 2023 | Decision MakingFeature Engineering | —Unverified | 0 |
| Progressively Efficient Learning | Oct 13, 2023 | Decision MakingImitation Learning | —Unverified | 0 |
| Bad Values but Good Behavior: Learning Highly Misspecified Bandits and MDPs | Oct 13, 2023 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |