| Ensemble Framework for Real-time Decision Making | Jun 21, 2017 | Decision Making | CodeCode Available | 0 | 5 |
| Learning Models for Actionable Recourse | Nov 12, 2020 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Enhancing Underwater Imagery using Generative Adversarial Networks | Jan 11, 2018 | Decision MakingImage Restoration | CodeCode Available | 0 | 5 |
| Automated decision-making for dynamic task assignment at scale | Apr 28, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency Dropout | Jan 20, 2025 | Decision MakingSemantic Segmentation | CodeCode Available | 0 | 5 |
| Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models | Jan 27, 2025 | Arrhythmia DetectionConformal Prediction | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Automated Directed Fairness Testing | Jul 2, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Interactive Learning with Corrective Feedback for Policies based on Deep Neural Networks | Sep 30, 2018 | Car RacingDecision Making | CodeCode Available | 0 | 5 |
| Interactively Learning Preference Constraints in Linear Bandits | Jun 10, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting | May 22, 2023 | Decision MakingPrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes | Dec 9, 2023 | Decision MakingPredictive Process Monitoring | CodeCode Available | 0 | 5 |
| Interpretable breast cancer classification using CNNs on mammographic images | Aug 23, 2024 | Cancer ClassificationComputational Efficiency | CodeCode Available | 0 | 5 |
| A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping | Sep 14, 2017 | Decision MakingImage Cropping | CodeCode Available | 0 | 5 |
| Enhancing predictive imaging biomarker discovery through treatment effect analysis | Jun 4, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Enhancing Time Series Forecasting with Fuzzy Attention-Integrated Transformers | Mar 31, 2025 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents | Jun 10, 2021 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Exploring Computational User Models for Agent Policy Summarization | May 30, 2019 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Fixing Overconfidence in Dynamic Neural Networks | Feb 13, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications | Jan 12, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections | Jan 26, 2024 | Decision MakingSensitivity | CodeCode Available | 0 | 5 |
| Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline Methodology | Feb 19, 2021 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Exploring weight initialization, diversity of solutions, and degradation in recurrent neural networks trained for temporal and decision-making tasks | Jun 3, 2019 | Decision MakingDiversity | CodeCode Available | 0 | 5 |
| Introspective Learning : A Two-Stage Approach for Inference in Neural Networks | Sep 17, 2022 | Active LearningDecision Making | CodeCode Available | 0 | 5 |
| A Self-explaining Neural Architecture for Generalizable Concept Learning | May 1, 2024 | Concept AlignmentContrastive Learning | CodeCode Available | 0 | 5 |
| Inverse Contextual Bandits: Learning How Behavior Evolves over Time | Jul 13, 2021 | BenchmarkingDecision Making | CodeCode Available | 0 | 5 |
| AI in the Gray: Exploring Moderation Policies in Dialogic Large Language Models vs. Human Answers in Controversial Topics | Aug 28, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration | Sep 5, 2024 | Decision MakingMedical Question Answering | CodeCode Available | 0 | 5 |
| Automatically Composing Representation Transformations as a Means for Generalization | Jul 12, 2018 | Decision Making | CodeCode Available | 0 | 5 |
| Enhancing Agent Learning through World Dynamics Modeling | Jul 25, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes | Sep 22, 2022 | ClusteringDecision Making | CodeCode Available | 0 | 5 |
| Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion | Aug 25, 2024 | Decision Makingimage-classification | CodeCode Available | 0 | 5 |
| Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development | May 24, 2024 | Decision MakingEvent Detection | CodeCode Available | 0 | 5 |
| AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations | Feb 19, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 0 | 5 |
| Automatic Discovery of Interpretable Planning Strategies | May 24, 2020 | ClusteringDecision Making | CodeCode Available | 0 | 5 |
| End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis | Jan 30, 2019 | Decision MakingDialogue Management | CodeCode Available | 0 | 5 |
| Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach | Jun 8, 2022 | AttributeClassification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data | Nov 28, 2023 | Decision MakingGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks | May 10, 2019 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| End-to-End Goal-Driven Web Navigation | Feb 6, 2016 | Decision MakingQuestion Answering | CodeCode Available | 0 | 5 |
| Knee Point Identification Based on Trade-Off Utility | May 23, 2020 | Decision MakingGPU | CodeCode Available | 0 | 5 |
| Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems | Jan 25, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Enforcing Almost-Sure Reachability in POMDPs | Jun 30, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning | Jul 11, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 0 | 5 |
| Empowering Data Mesh with Federated Learning | Mar 26, 2024 | Decision MakingFederated Learning | CodeCode Available | 0 | 5 |
| Automatic Input Feature Relevance via Spectral Neural Networks | Jun 3, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach | Oct 29, 2017 | Decision Making | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |