| Learning Invariant Causal Mechanism from Vision-Language Models | May 24, 2024 | Causal InferenceDecision 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 |
| Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving | May 24, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning | May 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making | May 24, 2024 | Binary ClassificationDecision Making | —Unverified | 0 |
| 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 |
| Efficiently Training Deep-Learning Parametric Policies using Lagrangian Duality | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| High Rank Path Development: an approach of learning the filtration of stochastic processes | May 23, 2024 | Decision MakingTime Series | —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 |
| Large Language Models for Explainable Decisions in Dynamic Digital Twins | May 23, 2024 | Decision Making | CodeCode Available | 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 |
| Understanding the Training and Generalization of Pretrained Transformer for Sequential Decision Making | May 23, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Iterative Causal Segmentation: Filling the Gap between Market Segmentation and Marketing Strategy | May 23, 2024 | Decision MakingMarketing | —Unverified | 0 |
| T^2 of Thoughts: Temperature Tree Elicits Reasoning in Large Language Models | May 23, 2024 | Decision MakingText Generation | —Unverified | 0 |
| DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation | May 23, 2024 | D4RLDecision Making | CodeCode Available | 0 |
| LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks | May 23, 2024 | Decision Making | CodeCode Available | 2 |
| Decision-Focused Forecasting: A Differentiable Multistage Optimisation Architecture | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization | May 23, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Local Causal Discovery for Structural Evidence of Direct Discrimination | May 23, 2024 | Causal DiscoveryDecision Making | CodeCode Available | 0 |
| A finite time analysis of distributed Q-learning | May 23, 2024 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| An Asymptotic CVaR Measure of Risk for Markov Chains | May 22, 2024 | Decision MakingDensity Estimation | —Unverified | 0 |
| ABI Approach: Automatic Bias Identification in Decision-Making Under Risk based in an Ontology of Behavioral Economics | May 22, 2024 | Decision MakingSystematic Literature Review | —Unverified | 0 |
| Algorithmic Planning of Ventilation Systems: Optimising for Life-Cycle Costs and Acoustic Comfort | May 22, 2024 | Decision Making | —Unverified | 0 |
| FLIPHAT: Joint Differential Privacy for High Dimensional Sparse Linear Bandits | May 22, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| GameVLM: A Decision-making Framework for Robotic Task Planning Based on Visual Language Models and Zero-sum Games | May 22, 2024 | Code GenerationDecision Making | —Unverified | 0 |
| HighwayLLM: Decision-Making and Navigation in Highway Driving with RL-Informed Language Model | May 22, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models | May 22, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Traffic Scenario Logic: A Spatial-Temporal Logic for Modeling and Reasoning of Urban Traffic Scenarios | May 22, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Prediction of naloxone dose in opioids toxicity based on machine learning techniques (artificial intelligence) | May 21, 2024 | Decision MakingDrug Response Prediction | CodeCode Available | 0 |
| How Reliable AI Chatbots are for Disease Prediction from Patient Complaints? | May 21, 2024 | Decision MakingDisease Prediction | —Unverified | 0 |
| Strategic Deployment of Honeypots in Blockchain-based IoT Systems | May 21, 2024 | Decision MakingIntrusion Detection | —Unverified | 0 |
| A Multimodal Learning-based Approach for Autonomous Landing of UAV | May 21, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Consumer lying in online reviews: recent evidence | May 21, 2024 | Decision MakingMisinformation | —Unverified | 0 |
| Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs | May 21, 2024 | Arithmetic ReasoningDecision Making | —Unverified | 0 |
| Multimodal video analysis for crowd anomaly detection using open access tourism cameras | May 21, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Active Object Detection with Knowledge Aggregation and Distillation from Large Models | May 21, 2024 | Active Object DetectionDecision Making | CodeCode Available | 0 |
| Efficient modeling of sub-kilometer surface wind with Gaussian processes and neural networks | May 21, 2024 | Decision MakingGaussian Processes | —Unverified | 0 |
| Revisiting Day-ahead Electricity Price: Simple Model Save Millions | May 20, 2024 | Decision MakingTime Series | CodeCode Available | 0 |
| Beyond Calibration: Assessing the Probabilistic Fit of Neural Regressors via Conditional Congruence | May 20, 2024 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback | May 20, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence | May 20, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Robust VAR Capability Curve of DER with Uncertain Renewable Generation | May 20, 2024 | Decision Making | —Unverified | 0 |
| Conformal Counterfactual Inference under Hidden Confounding | May 20, 2024 | Causal InferenceConformal Prediction | —Unverified | 0 |
| A Principled Approach for a New Bias Measure | May 20, 2024 | Decision Making | —Unverified | 0 |
| Configurable Mirror Descent: Towards a Unification of Decision Making | May 20, 2024 | Decision Making | CodeCode Available | 0 |