| Enhancing predictive imaging biomarker discovery through treatment effect analysis | Jun 4, 2024 | Decision Making | CodeCode Available | 0 |
| Confidence-weighted integration of human and machine judgments for superior decision-making | Aug 15, 2024 | Decision MakingDiversity | CodeCode Available | 0 |
| CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation | Apr 3, 2024 | Decision Making | CodeCode Available | 0 |
| POTs: Protective Optimization Technologies | Jun 7, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model | Oct 22, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Reliable or Deceptive? Investigating Gated Features for Smooth Visual Explanations in CNNs | Apr 30, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation | Apr 17, 2019 | Decision MakingObject | CodeCode Available | 0 |
| Mxplainer: Explain and Learn Insights by Imitating Mahjong Agents | Jun 17, 2025 | Decision Making | CodeCode Available | 0 |
| LaPLACE: Probabilistic Local Model-Agnostic Causal Explanations | Oct 1, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting | May 22, 2023 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| A Pipeline for Integrated Theory and Data-Driven Modeling of Genomic and Clinical Data | May 5, 2020 | Decision MakingVariable Selection | CodeCode Available | 0 |
| Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization? | Jun 25, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Power Constrained Bandits | Apr 13, 2020 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects | May 29, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes | Dec 9, 2023 | Decision MakingPredictive Process Monitoring | CodeCode Available | 0 |
| Enhancing Time Series Forecasting with Fuzzy Attention-Integrated Transformers | Mar 31, 2025 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With Reneging | Oct 29, 2018 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Sparse Deep Predictive Coding captures contour integration capabilities of the early visual system | Feb 20, 2019 | Decision Making | CodeCode Available | 0 |
| Heuristic-Based Weak Learning for Automated Decision-Making | May 5, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency Dropout | Jan 20, 2025 | Decision MakingSemantic Segmentation | CodeCode Available | 0 |
| Enhancing Underwater Imagery using Generative Adversarial Networks | Jan 11, 2018 | Decision MakingImage Restoration | CodeCode Available | 0 |
| NAIL: A General Interactive Fiction Agent | Feb 12, 2019 | Decision Making | CodeCode Available | 0 |
| 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 |
| Can Reinforcement Learning support policy makers? A preliminary study with Integrated Assessment Models | Dec 11, 2023 | Decision Making | CodeCode Available | 0 |
| Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain | Mar 29, 2024 | Answer GenerationDecision Making | CodeCode Available | 0 |
| Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? | Nov 1, 2023 | Decision Making | CodeCode Available | 0 |
| PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation | Dec 25, 2023 | Decision MakingDecoder | CodeCode Available | 0 |
| A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model | Nov 20, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis | Jul 6, 2021 | Decision Makingimage-classification | CodeCode Available | 0 |
| Measurement Simplification in ρ-POMDP with Performance Guarantees | Sep 19, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Ensemble Framework for Real-time Decision Making | Jun 21, 2017 | Decision Making | CodeCode Available | 0 |
| Addressing distributional shifts in operations management: The case of order fulfillment in customized production | Apr 24, 2023 | Decision MakingJob Shop Scheduling | CodeCode Available | 0 |
| Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case | Oct 16, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Hidden Heterogeneity: When to Choose Similarity-Based Calibration | Feb 3, 2022 | Classifier calibrationDecision Making | CodeCode Available | 0 |
| Can a calibration metric be both testable and actionable? | Feb 27, 2025 | Decision Making | CodeCode Available | 0 |
| Learning Models for Actionable Recourse | Nov 12, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| Large Language Models are Biased Reinforcement Learners | May 19, 2024 | Decision MakingIn-Context Learning | CodeCode Available | 0 |
| CAMP: A Context-Aware Cricket Players Performance Metric | Jul 14, 2023 | Decision Making | CodeCode Available | 0 |
| A matter of time: Using dynamics and theory to uncover mechanisms of transcriptional bursting | Aug 20, 2020 | Decision Making | CodeCode Available | 0 |
| Large Language Models Assume People are More Rational than We Really are | Jun 24, 2024 | Decision Making | CodeCode Available | 0 |
| Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation | Jan 31, 2024 | Decision Making | CodeCode Available | 0 |
| Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward | Dec 29, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation | Nov 2, 2020 | Decision MakingSentence | CodeCode Available | 0 |
| Camera-Only 3D Panoptic Scene Completion for Autonomous Driving through Differentiable Object Shapes | May 14, 2025 | 3D Semantic Scene CompletionAutonomous Driving | CodeCode Available | 0 |
| ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification | Aug 3, 2024 | Decision MakingModel Optimization | CodeCode Available | 0 |
| Maximizing and Satisficing in Multi-armed Bandits with Graph Information | Aug 2, 2021 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Deep Reinforcement Learning for Swarm Systems | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Measuring and Controlling Divisiveness in Rank Aggregation | Jun 14, 2023 | Decision Making | CodeCode Available | 0 |
| Hierarchical Deep Counterfactual Regret Minimization | May 27, 2023 | counterfactualDecision Making | CodeCode Available | 0 |