| KUNPENG: An Embodied Large Model for Intelligent Maritime | Jul 12, 2024 | Decision Makingmodel | CodeCode Available | 0 |
| Batch Bayesian optimisation via density-ratio estimation with guarantees | Sep 22, 2022 | Bayesian InferenceBayesian Optimisation | CodeCode Available | 0 |
| DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning | Apr 2, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| Label-wise Aleatoric and Epistemic Uncertainty Quantification | Jun 4, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 0 |
| Hard-Thresholding Meets Evolution Strategies in Reinforcement Learning | May 2, 2024 | Decision MakingMuJoCo | CodeCode Available | 0 |
| Regression Concept Vectors for Bidirectional Explanations in Histopathology | Apr 9, 2019 | Breast Cancer DetectionBreast Cancer Histology Image Classification | CodeCode Available | 0 |
| Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA | Jun 23, 2024 | Decision MakingGPU | CodeCode Available | 0 |
| Conformal Prediction for Dose-Response Models with Continuous Treatments | Sep 30, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes | Sep 22, 2022 | ClusteringDecision Making | CodeCode Available | 0 |
| Parameterized Projected Bellman Operator | Dec 20, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations | Feb 19, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying | Aug 21, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps | Mar 31, 2023 | AttributeDecision Making | CodeCode Available | 0 |
| Multi-View Conformal Learning for Heterogeneous Sensor Fusion | Feb 19, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Cash or Comfort? How LLMs Value Your Inconvenience | Jun 20, 2025 | Decision Making | CodeCode Available | 0 |
| Case Study: Predictive Fairness to Reduce Misdemeanor Recidivism Through Social Service Interventions | Jan 24, 2020 | Decision MakingFairness | CodeCode Available | 0 |
| HMM for Discovering Decision-Making Dynamics Using Reinforcement Learning Experiments | Jan 25, 2024 | Decision Makingparameter estimation | CodeCode Available | 0 |
| Conformalized Interval Arithmetic with Symmetric Calibration | Aug 20, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| CARNA: Characterizing Advanced heart failure Risk and hemodyNAmic phenotypes using learned multi-valued decision diagrams | Jun 11, 2023 | Decision MakingDescriptive | CodeCode Available | 0 |
| Balanced background and explanation data are needed in explaining deep learning models with SHAP: An empirical study on clinical decision making | Jun 8, 2022 | Decision Making | CodeCode Available | 0 |
| Langevin-gradient parallel tempering for Bayesian neural learning | Nov 11, 2018 | Decision MakingTime Series | CodeCode Available | 0 |
| Multi-View Reinforcement Learning | Oct 18, 2019 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| On the calibration of compartmental epidemiological models | Dec 9, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and Motion | May 30, 2024 | Decision MakingScene Segmentation | CodeCode Available | 0 |
| Harnessing the Power of Federated Learning in Federated Contextual Bandits | Dec 26, 2023 | Decision MakingFederated Learning | CodeCode Available | 0 |
| Parameterized Convex Universal Approximators for Decision-Making Problems | Jan 17, 2022 | Decision Making | CodeCode Available | 0 |
| HARP: Hesitation-Aware Reframing in Transformer Inference Pass | Dec 10, 2024 | Decision Making | CodeCode Available | 0 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles | Nov 16, 2021 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| Deep Variational Reinforcement Learning for POMDPs | Jun 6, 2018 | Decision MakingInductive Bias | CodeCode Available | 0 |
| MC-NEST -- Enhancing Mathematical Reasoning in Large Language Models with a Monte Carlo Nash Equilibrium Self-Refine Tree | Nov 23, 2024 | Decision MakingMathematical Reasoning | CodeCode Available | 0 |
| Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration | Sep 5, 2024 | Decision MakingMedical Question Answering | CodeCode Available | 0 |
| Back to the Future -- Sequential Alignment of Text Representations | Sep 8, 2019 | Decision MakingRumour Detection | CodeCode Available | 0 |
| Conformal Depression Prediction | May 29, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis | Mar 9, 2022 | Decision MakingGenerative Adversarial Network | CodeCode Available | 0 |
| DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs | Nov 19, 2018 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item Recommendation | Aug 17, 2023 | Decision MakingRecommendation Systems | CodeCode Available | 0 |
| AppealCase: A Dataset and Benchmark for Civil Case Appeal Scenarios | May 22, 2025 | Decision MakingMulti-class Classification | CodeCode Available | 0 |
| Rashomon Capacity: A Metric for Predictive Multiplicity in Classification | Jun 2, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Enhancing LLM Agent Safety via Causal Influence Prompting | Jul 1, 2025 | Decision Making | CodeCode Available | 0 |
| Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction | Nov 13, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games | Oct 22, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies | Jan 9, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Enhancing Molecular Property Prediction via Mixture of Collaborative Experts | Dec 6, 2023 | Decision MakingDiversity | CodeCode Available | 0 |
| Configurable Mirror Descent: Towards a Unification of Decision Making | May 20, 2024 | Decision Making | CodeCode Available | 0 |
| Language Model Guided Interpretable Video Action Reasoning | Apr 2, 2024 | Action RecognitionDecision Making | CodeCode Available | 0 |
| Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning | Sep 4, 2019 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch | Jun 12, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models | May 3, 2024 | Decision MakingRetrieval | CodeCode Available | 0 |
| Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain | Jun 10, 2024 | Decision MakingFairness | CodeCode Available | 0 |