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| HIST-AID: Leveraging Historical Patient Reports for Enhanced Multi-Modal Automatic Diagnosis | Nov 16, 2024 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Computing in the Life Sciences: From Early Algorithms to Modern AI | Jun 17, 2024 | Decision Making | CodeCode Available | 0 |
| Probabilistic Formulation of the Take The Best Heuristic | Nov 1, 2019 | Decision Making | CodeCode Available | 0 |
| Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm | Aug 16, 2024 | Decision MakingMedical Visual Question Answering | CodeCode Available | 0 |
| Burst-dependent plasticity and dendritic amplification support target-based learning and hierarchical imitation learning | Jan 27, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 |
| HiTZ@Antidote: Argumentation-driven Explainable Artificial Intelligence for Digital Medicine | Jun 9, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Evaluating the Faithfulness of Saliency-based Explanations for Deep Learning Models for Temporal Colour Constancy | Nov 15, 2022 | Decision Making | CodeCode Available | 0 |
| Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence | Mar 21, 2024 | Decision Making | CodeCode Available | 0 |
| Automaton-Guided Curriculum Generation for Reinforcement Learning Agents | Apr 11, 2023 | Decision MakingQ-Learning | CodeCode Available | 0 |
| Learn How to Query from Unlabeled Data Streams in Federated Learning | Dec 11, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach | Oct 29, 2017 | Decision Making | CodeCode Available | 0 |
| Learning Actionable Representations with Goal-Conditioned Policies | Nov 19, 2018 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| MedSumm: A Multimodal Approach to Summarizing Code-Mixed Hindi-English Clinical Queries | Jan 3, 2024 | Decision Making | CodeCode Available | 0 |
| Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks | Jul 11, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints | Jan 25, 2024 | Decision MakingSegmentation | CodeCode Available | 0 |
| Comparing Humans and Models on a Similar Scale: Towards Cognitive Gender Bias Evaluation in Coreference Resolution | May 24, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning | Mar 4, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| Hospitalization Length of Stay Prediction using Patient Event Sequences | Mar 20, 2023 | Decision MakingLength-of-Stay prediction | CodeCode Available | 0 |
| Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction | Sep 6, 2023 | Binary ClassificationData Augmentation | CodeCode Available | 0 |
| PRANCE: Joint Token-Optimization and Structural Channel-Pruning for Adaptive ViT Inference | Jul 6, 2024 | Combinatorial OptimizationDecision Making | CodeCode Available | 0 |
| Automatic Input Feature Relevance via Spectral Neural Networks | Jun 3, 2024 | Decision Making | CodeCode Available | 0 |
| How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis | Jun 1, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Automatic Discovery of Interpretable Planning Strategies | May 24, 2020 | ClusteringDecision Making | CodeCode Available | 0 |
| Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks | Mar 9, 2023 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? | Oct 21, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Communication- and Computation-Efficient Distributed Submodular Optimization in Robot Mesh Networks | Jul 15, 2024 | Decision MakingDistributed Optimization | CodeCode Available | 0 |
| Building Socially-Equitable Public Models | Jun 4, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Automatically Composing Representation Transformations as a Means for Generalization | Jul 12, 2018 | Decision Making | CodeCode Available | 0 |
| Reconstructing Sparse Multiplex Networks with Application to Covert Networks | Jul 29, 2022 | Decision Making | CodeCode Available | 0 |
| Memory-based Deep Reinforcement Learning for Obstacle Avoidance in UAV with Limited Environment Knowledge | Nov 8, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning and Visualizing Localized Geometric Features Using 3D-CNN: An Application to Manufacturability Analysis of Drilled Holes | Nov 13, 2017 | 3D Object RecognitionDecision Making | CodeCode Available | 0 |
| How Do Fair Decisions Fare in Long-term Qualification? | Oct 21, 2020 | Decision MakingFairness | CodeCode Available | 0 |
| Learning a Reward Function for User-Preferred Appliance Scheduling | Oct 11, 2023 | Decision MakingScheduling | CodeCode Available | 0 |
| Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability | Apr 24, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| "Even if ..." -- Diverse Semifactual Explanations of Reject | Jul 5, 2022 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 0 |
| Automated Directed Fairness Testing | Jul 2, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Event-Based Contrastive Learning for Medical Time Series | Dec 16, 2023 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| Event Detection on Dynamic Graphs | Oct 23, 2021 | Decision MakingEvent Detection | CodeCode Available | 0 |
| Active Inference Meeting Energy-Efficient Control of Parallel and Identical Machines | Jun 13, 2024 | Decision MakingDeep Learning | CodeCode Available | 0 |
| One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions | Aug 31, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Mental Health and Abortions among Young Women: Time-varying Unobserved Heterogeneity, Health Behaviors, and Risky Decisions | Mar 22, 2021 | AttributeDecision Making | CodeCode Available | 0 |
| Deep Q-learning from Demonstrations | Apr 12, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare | Feb 3, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees | Jun 22, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs | Mar 29, 2023 | Active LearningDecision Making | CodeCode Available | 0 |
| Commonsense Justification for Action Explanation | Oct 1, 2018 | Decision Making | CodeCode Available | 0 |
| Merging Decision Transformers: Weight Averaging for Forming Multi-Task Policies | Mar 14, 2023 | Decision MakingMuJoCo | CodeCode Available | 0 |
| Deep Perceptual Enhancement for Medical Image Analysis | Oct 1, 2022 | Decision MakingDenoising | CodeCode Available | 0 |
| Evidential Conditional Neural Processes | Nov 30, 2022 | Decision Making | CodeCode Available | 0 |