| Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection | May 24, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making | May 24, 2024 | Binary ClassificationDecision Making | —Unverified | 0 |
| Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development | May 24, 2024 | Decision MakingEvent Detection | CodeCode Available | 0 |
| Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning | May 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving | May 24, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery | May 23, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Stability analysis of nonlinear stochastic flexibility function in smart energy systems | May 23, 2024 | Decision MakingManagement | —Unverified | 0 |
| High Rank Path Development: an approach of learning the filtration of stochastic processes | May 23, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Efficiently Training Deep-Learning Parametric Policies using Lagrangian Duality | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time | May 23, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| A motion-based compression algorithm for resource-constrained video camera traps | May 23, 2024 | Decision MakingEdge-computing | —Unverified | 0 |
| Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization | May 23, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Decision-Focused Forecasting: A Differentiable Multistage Optimisation Architecture | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Iterative Causal Segmentation: Filling the Gap between Market Segmentation and Marketing Strategy | May 23, 2024 | Decision MakingMarketing | —Unverified | 0 |
| Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment | May 23, 2024 | Decision MakingDomain Generalization | CodeCode Available | 1 |
| Towards Transferable Attacks Against Vision-LLMs in Autonomous Driving with Typography | May 23, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models | May 23, 2024 | AI AgentDecision Making | CodeCode Available | 9 |
| GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices | May 23, 2024 | Decision MakingEfficient Exploration | —Unverified | 0 |
| LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks | May 23, 2024 | Decision Making | CodeCode Available | 2 |
| Large Language Models for Explainable Decisions in Dynamic Digital Twins | May 23, 2024 | Decision Making | CodeCode Available | 0 |
| Understanding the Training and Generalization of Pretrained Transformer for Sequential Decision Making | May 23, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Local Causal Discovery for Structural Evidence of Direct Discrimination | May 23, 2024 | Causal DiscoveryDecision Making | CodeCode Available | 0 |
| DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation | May 23, 2024 | D4RLDecision Making | CodeCode Available | 0 |
| T^2 of Thoughts: Temperature Tree Elicits Reasoning in Large Language Models | May 23, 2024 | Decision MakingText Generation | —Unverified | 0 |
| A finite time analysis of distributed Q-learning | May 23, 2024 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |