| Conditional Bayesian Quadrature | Jun 24, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand | Jan 8, 2022 | Decision MakingScheduling | CodeCode Available | 0 |
| EPD: Long-term Memory Extraction, Context-awared Planning and Multi-iteration Decision @ EgoPlan Challenge ICML 2024 | Jul 28, 2024 | Decision MakingTask Planning | CodeCode Available | 0 |
| EPE-P: Evidence-based Parameter-efficient Prompting for Multimodal Learning with Missing Modalities | Dec 23, 2024 | Decision Making | CodeCode Available | 0 |
| Large Language Models for Explainable Decisions in Dynamic Digital Twins | May 23, 2024 | Decision Making | CodeCode Available | 0 |
| Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR) | Jan 3, 2024 | Decision MakingInformation Retrieval | CodeCode Available | 0 |
| Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification | Jun 21, 2018 | Action SegmentationClassification | CodeCode Available | 0 |
| A Winner-Takes-All Mechanism for Event Generation | Apr 15, 2025 | AllDecision Making | CodeCode Available | 0 |
| Concordance and the Smallest Covering Set of Preference Orderings | Sep 15, 2016 | Decision MakingMarketing | CodeCode Available | 0 |
| Adaptive Traffic Control with Deep Reinforcement Learning:Towards State-of-the-art and Beyond | Jul 21, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Episodic Return Decomposition by Difference of Implicitly Assigned Sub-Trajectory Reward | Dec 17, 2023 | Decision Making | CodeCode Available | 0 |
| Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Settings | Feb 13, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| E Pluribus Unum Interpretable Convolutional Neural Networks | Aug 10, 2022 | Decision Making | CodeCode Available | 0 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Imitation Learning with Vector Quantized Models | Jan 30, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate | Sep 7, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Adaptive teachers for amortized samplers | Oct 2, 2024 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| Deep Reinforcement Learning for Personalized Diagnostic Decision Pathways Using Electronic Health Records: A Comparative Study on Anemia and Systemic Lupus Erythematosus | Apr 9, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement Learning applied to Insurance Portfolio Pursuit | Aug 1, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents | Jun 10, 2021 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Efficient Measurement of Quantum Devices | Sep 30, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Conclusive Local Interpretation Rules for Random Forests | Apr 13, 2021 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Quantum Random Lunch Generator (QRLG) | Apr 1, 2025 | Decision Making | CodeCode Available | 0 |
| APEX: Empowering LLMs with Physics-Based Task Planning for Real-time Insight | May 20, 2025 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency | Jun 13, 2024 | Decision Makingimage-classification | CodeCode Available | 0 |
| Calibration tests beyond classification | Oct 21, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Estimating Average Treatment Effects via Orthogonal Regularization | Jan 21, 2021 | Decision Making | CodeCode Available | 0 |
| Measuring Error Alignment for Decision-Making Systems | Sep 20, 2024 | Decision Making | CodeCode Available | 0 |
| Active Sampling for MRI-based Sequential Decision Making | May 7, 2025 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Calibration by Distribution Matching: Trainable Kernel Calibration Metrics | Oct 31, 2023 | Decision Makingregression | CodeCode Available | 0 |
| Estimating Expected Calibration Errors | Sep 8, 2021 | Decision Making | CodeCode Available | 0 |
| Measuring Free-Form Decision-Making Inconsistency of Language Models in Military Crisis Simulations | Oct 17, 2024 | Decision MakingForm | CodeCode Available | 0 |
| Concept-Centric Transformers: Enhancing Model Interpretability through Object-Centric Concept Learning within a Shared Global Workspace | May 25, 2023 | ClassificationDecision Making | CodeCode Available | 0 |
| Hierarchical Pruning of Deep Ensembles with Focal Diversity | Nov 17, 2023 | Decision MakingDiversity | CodeCode Available | 0 |
| Adaptive Sequence Submodularity | Feb 15, 2019 | Decision MakingLink Prediction | CodeCode Available | 0 |
| A V2X-based Privacy Preserving Federated Measuring and Learning System | Jan 24, 2024 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| Large Legislative Models: Towards Efficient AI Policymaking in Economic Simulations | Oct 10, 2024 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| AutoScore-Ordinal: An interpretable machine learning framework for generating scoring models for ordinal outcomes | Feb 17, 2022 | Decision MakingInterpretable Machine Learning | CodeCode Available | 0 |
| Hierarchical State Abstraction Based on Structural Information Principles | Apr 24, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Large Multimodal Agents: A Survey | Feb 23, 2024 | Decision MakingSurvey | CodeCode Available | 0 |
| Hierarchical Text Generation and Planning for Strategic Dialogue | Dec 15, 2017 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Contextual Bandit with Adaptive Feature Extraction | Feb 3, 2018 | ClusteringDecision Making | CodeCode Available | 0 |
| Active Object Detection with Knowledge Aggregation and Distillation from Large Models | May 21, 2024 | Active Object DetectionDecision Making | CodeCode Available | 0 |
| PWSHAP: A Path-Wise Explanation Model for Targeted Variables | Jun 26, 2023 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Estimating Treatment Effects Under Heterogeneous Interference | Sep 25, 2023 | Decision Making | CodeCode Available | 0 |
| Calibration Attacks: A Comprehensive Study of Adversarial Attacks on Model Confidence | Jan 5, 2024 | Decision Making | CodeCode Available | 0 |
| Estimating Uncertainty Intervals from Collaborating Networks | Feb 12, 2020 | Decision Makingregression | CodeCode Available | 0 |
| Estimation of continuous environments by robot swarms: Correlated networks and decision-making | Feb 27, 2023 | Decision Making | CodeCode Available | 0 |
| Computing the Feedback Capacity of Finite State Channels using Reinforcement Learning | Jan 27, 2020 | Computational EfficiencyDecision Making | CodeCode Available | 0 |