| Self-supervised Pretraining for Decision Foundation Model: Formulation, Pipeline and Challenges | Dec 29, 2023 | Decision MakingFew-Shot Learning | —Unverified | 0 |
| Online Algorithmic Recourse by Collective Action | Dec 29, 2023 | Decision Making | —Unverified | 0 |
| Culturally-Attuned Moral Machines: Implicit Learning of Human Value Systems by AI through Inverse Reinforcement Learning | Dec 29, 2023 | AI AgentDecision Making | —Unverified | 0 |
| Theorizing the Socio-Cultural Dynamics of Consumer Decision-Making for Participation in Community-Supported Agriculture | Dec 29, 2023 | Decision Making | —Unverified | 0 |
| Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters | Dec 29, 2023 | Decision MakingSensitivity | CodeCode Available | 0 |
| XAI for In-hospital Mortality Prediction via Multimodal ICU Data | Dec 29, 2023 | Decision MakingMortality Prediction | CodeCode Available | 0 |
| Dynamic Decision Making in Engineering System Design: A Deep Q-Learning Approach | Dec 28, 2023 | Decision MakingQ-Learning | —Unverified | 0 |
| Resilient Constrained Reinforcement Learning | Dec 28, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection | Dec 28, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| The Gatekeeper Effect: The Implications of Pre-Screening, Self-selection, and Bias for Hiring Processes | Dec 28, 2023 | Decision Making | —Unverified | 0 |
| Online Tensor Inference | Dec 28, 2023 | Decision Making | —Unverified | 0 |
| LLM4Causal: Democratized Causal Tools for Everyone via Large Language Model | Dec 28, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Foundations of Reinforcement Learning and Interactive Decision Making | Dec 27, 2023 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Risk-anticipatory autonomous driving strategies considering vehicles' weights, based on hierarchical deep reinforcement learning | Dec 27, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Robustness Verification for Knowledge-Based Logic of Risky Driving Scenes | Dec 27, 2023 | Decision MakingFairness | —Unverified | 0 |
| Dynamic AGV Task Allocation in Intelligent Warehouses | Dec 26, 2023 | Decision MakingManagement | —Unverified | 0 |
| Harnessing the Power of Federated Learning in Federated Contextual Bandits | Dec 26, 2023 | Decision MakingFederated Learning | CodeCode Available | 0 |
| Achieving Fairness in DareFightingICE Agents Evaluation Through a Delay Mechanism | Dec 26, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Analysing Rescaling, Discretization, and Linearization in RNNs for Neural System Modelling | Dec 26, 2023 | Decision Making | —Unverified | 0 |
| Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation | Dec 25, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Navigating Decision Landscapes: The Impact of Principals on Decision-Making Dynamics | Dec 25, 2023 | Decision Making | —Unverified | 0 |
| PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation | Dec 25, 2023 | Decision MakingDecoder | CodeCode Available | 0 |
| Unlocking the Potential of Large Language Models for Explainable Recommendations | Dec 25, 2023 | Decision MakingExplainable Recommendation | CodeCode Available | 0 |
| Nowcasting Madagascar's real GDP using machine learning algorithms | Dec 24, 2023 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions | Dec 24, 2023 | Decision MakingDeepFake Detection | —Unverified | 0 |
| LARP: Language-Agent Role Play for Open-World Games | Dec 24, 2023 | Decision Making | —Unverified | 0 |
| Enhancing Profitability and Investor Confidence through Interpretable AI Models for Investment Decisions | Dec 24, 2023 | Decision Making | —Unverified | 0 |
| Causal Forecasting for Pricing | Dec 23, 2023 | Causal InferenceDecision Making | —Unverified | 0 |
| DSAP: Analyzing Bias Through Demographic Comparison of Datasets | Dec 22, 2023 | Decision MakingFacial Expression Recognition | CodeCode Available | 0 |
| The Fairness Fair: Bringing Human Perception into Collective Decision-Making | Dec 22, 2023 | Decision MakingFairness | —Unverified | 0 |
| A debiasing technique for place-based algorithmic patrol management | Dec 22, 2023 | Decision MakingFairness | —Unverified | 0 |
| Numerical Reasoning for Financial Reports | Dec 22, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| QUAR-VLA: Vision-Language-Action Model for Quadruped Robots | Dec 22, 2023 | Decision MakingVision-Language-Action | —Unverified | 0 |
| SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning | Dec 22, 2023 | Decision MakingFairness | —Unverified | 0 |
| Engineered Ordinary Differential Equations as Classification Algorithm (EODECA): thorough characterization and testing | Dec 22, 2023 | ClassificationDecision Making | —Unverified | 0 |
| Trustworthy human-centric based Automated Decision-Making Systems | Dec 22, 2023 | Decision Making | —Unverified | 0 |
| Fairness in Submodular Maximization over a Matroid Constraint | Dec 21, 2023 | AttributeDecision Making | —Unverified | 0 |
| Solving Long-run Average Reward Robust MDPs via Stochastic Games | Dec 21, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Adaptive Decision-Objective Loss for Forecast-then-Optimize in Power Systems | Dec 21, 2023 | Decision Making | —Unverified | 0 |
| Optimizing Heat Alert Issuance with Reinforcement Learning | Dec 21, 2023 | Data AugmentationDecision Making | CodeCode Available | 0 |
| Decision-Making Frameworks for Network Resilience -- Managing and Mitigating Systemic (Cyber) Risk | Dec 21, 2023 | Decision MakingManagement | —Unverified | 0 |
| Capture the Flag: Uncovering Data Insights with Large Language Models | Dec 21, 2023 | Code GenerationDecision Making | —Unverified | 0 |
| Risk-Sensitive Stochastic Optimal Control as Rao-Blackwellized Markovian Score Climbing | Dec 21, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles | Dec 21, 2023 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| DynaLay: An Introspective Approach to Dynamic Layer Selection for Deep Networks | Dec 20, 2023 | Decision Making | —Unverified | 0 |
| Doubly Perturbed Task Free Continual Learning | Dec 20, 2023 | Continual LearningDecision Making | —Unverified | 0 |
| Parameterized Projected Bellman Operator | Dec 20, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Pyreal: A Framework for Interpretable ML Explanations | Dec 20, 2023 | Decision Making | —Unverified | 0 |
| Leveraging Sample Entropy for Enhanced Volatility Measurement and Prediction in International Oil Price Returns | Dec 20, 2023 | Decision Makingregression | —Unverified | 0 |
| Adaptive Training Meets Progressive Scaling: Elevating Efficiency in Diffusion Models | Dec 20, 2023 | Decision MakingDenoising | —Unverified | 0 |