| On Predictive planning and counterfactual learning in active inference | Mar 19, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Group-driven Reinforcement Learning for Personalized mHealth Intervention | Aug 14, 2017 | ClusteringDecision Making | CodeCode Available | 0 |
| Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation | Oct 19, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Bayesian Non-stationary Linear Bandits for Large-Scale Recommender Systems | Feb 7, 2022 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain | Jul 16, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Bayesian Decision Making to Localize Visual Queries in 2D | May 28, 2023 | Decision MakingRegion Proposal | CodeCode Available | 0 |
| Deliberative and Conceptual Inference in Service Robots | Dec 13, 2020 | Common Sense ReasoningDecision Making | CodeCode Available | 0 |
| Knowledge-based Transfer Learning Explanation | Jul 22, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| End-to-End Goal-Driven Web Navigation | Feb 6, 2016 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis | Jan 30, 2019 | Decision MakingDialogue Management | CodeCode Available | 0 |
| Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics | Mar 8, 2023 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems | Feb 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Parallel Experimentation and Competitive Interference on Online Advertising Platforms | Mar 27, 2019 | Decision MakingExperimental Design | CodeCode Available | 0 |
| A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination | Mar 28, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| End-to-end Risk Prediction of Atrial Fibrillation from the 12-Lead ECG by Deep Neural Networks | Sep 28, 2023 | Decision MakingManagement | CodeCode Available | 0 |
| Constrained optimization under uncertainty for decision-making problems: Application to Real-Time Strategy games | Jan 3, 2019 | Combinatorial OptimizationDecision Making | CodeCode Available | 0 |
| A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping | Sep 14, 2017 | Decision MakingImage Cropping | CodeCode Available | 0 |
| Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series | Oct 5, 2023 | Decision MakingPlacenta Segmentation | CodeCode Available | 0 |
| Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks | Dec 16, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| A Meta-Bayesian Model of Intentional Visual Search | Jun 5, 2020 | Decision Making | CodeCode Available | 0 |
| A Comprehensive and Reliable Feature Attribution Method: Double-sided Remove and Reconstruct (DoRaR) | Oct 27, 2023 | Decision Making | CodeCode Available | 0 |
| A Hierarchical Architecture for Human-Robot Cooperation Processes | Sep 6, 2020 | Decision Making | CodeCode Available | 0 |
| Region-specific Risk Quantification for Interpretable Prognosis of COVID-19 | May 5, 2024 | COVID-19 DiagnosisDecision Making | CodeCode Available | 0 |
| Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis Strategies | Aug 12, 2024 | Decision Making | CodeCode Available | 0 |
| Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users | Oct 31, 2023 | Decision MakingDialogue State Tracking | CodeCode Available | 0 |
| Enforcing Almost-Sure Reachability in POMDPs | Jun 30, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities | Feb 6, 2023 | Decision MakingFact Verification | CodeCode Available | 0 |
| Guiding LLM Decision-Making with Fairness Reward Models | Jul 15, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| A meta-analysis of Boolean network models reveals design principles of gene regulatory networks | Sep 2, 2020 | Decision Making | CodeCode Available | 0 |
| DeLF: Designing Learning Environments with Foundation Models | Jan 17, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Connectionist Learning of Belief Networks | Jun 1, 1992 | Decision Making | CodeCode Available | 0 |
| On Structural Explanation of Bias in Graph Neural Networks | Jun 24, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews | May 19, 2023 | Decision MakingHallucination | CodeCode Available | 0 |
| Persona Inconstancy in Multi-Agent LLM Collaboration: Conformity, Confabulation, and Impersonation | May 6, 2024 | AI AgentChatbot | CodeCode Available | 0 |
| Mathematical models for off-ball scoring prediction in basketball | Jun 13, 2024 | Decision Making | CodeCode Available | 0 |
| HADL Framework for Noise Resilient Long-Term Time Series Forecasting | Feb 14, 2025 | Computational EfficiencyDecision Making | CodeCode Available | 0 |
| Application of Machine Learning in Rock Facies Classification with Physics-Motivated Feature Augmentation | Aug 29, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Catastrophic-risk-aware reinforcement learning with extreme-value-theory-based policy gradients | Jun 21, 2024 | Decision MakingManagement | CodeCode Available | 0 |
| HALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision Making | Sep 16, 2024 | Answer GenerationDecision Making | CodeCode Available | 0 |
| Conformal Prediction Sets Improve Human Decision Making | Jan 24, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Handling Missing Values in Local Post-hoc Explainability | Oct 21, 2023 | Decision MakingFeature Importance | CodeCode Available | 0 |
| Koopman Spectrum Nonlinear Regulators and Efficient Online Learning | Jun 30, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| KPCA-CAM: Visual Explainability of Deep Computer Vision Models using Kernel PCA | Sep 30, 2024 | Decision Makingimage-classification | CodeCode Available | 0 |
| CASPR: Automated Evaluation Metric for Contrastive Summarization | Apr 23, 2024 | Decision MakingNatural Language Inference | CodeCode Available | 0 |
| Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion | Aug 25, 2024 | Decision Makingimage-classification | CodeCode Available | 0 |
| Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development | May 24, 2024 | Decision MakingEvent Detection | CodeCode Available | 0 |
| Enhancing Agent Learning through World Dynamics Modeling | Jul 25, 2024 | Decision Making | CodeCode Available | 0 |
| On the Adversarial Robustness of Causal Algorithmic Recourse | Dec 21, 2021 | Adversarial RobustnessDecision Making | CodeCode Available | 0 |
| On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization | May 26, 2024 | Decision MakingText Generation | CodeCode Available | 0 |