| 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 | 5 |
| A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees | May 14, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling | Apr 26, 2022 | Decision MakingEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| Exploring Computational User Models for Agent Policy Summarization | May 30, 2019 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Human-in-the-loop Fairness: Integrating Stakeholder Feedback to Incorporate Fairness Perspectives in Responsible AI | Dec 13, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters | Dec 29, 2023 | Decision MakingSensitivity | CodeCode Available | 0 | 5 |
| "Even if ..." -- Diverse Semifactual Explanations of Reject | Jul 5, 2022 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 0 | 5 |
| Evaluating the Faithfulness of Saliency-based Explanations for Deep Learning Models for Temporal Colour Constancy | Nov 15, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| Event-Based Contrastive Learning for Medical Time Series | Dec 16, 2023 | Contrastive LearningDecision Making | CodeCode Available | 0 | 5 |
| Evaluating Short-Term Forecasting of Multiple Time Series in IoT Environments | Jun 15, 2022 | Decision MakingTime Series | CodeCode Available | 0 | 5 |
| A Language Agent for Autonomous Driving | Nov 17, 2023 | Autonomous DrivingCommon Sense Reasoning | CodeCode Available | 0 | 5 |
| A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems | May 10, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Event Detection on Dynamic Graphs | Oct 23, 2021 | Decision MakingEvent Detection | CodeCode Available | 0 | 5 |
| Modeling the effects of environmental and perceptual uncertainty using deterministic reinforcement learning dynamics with partial observability | Sep 15, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild | May 3, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| Fair Conformal Predictors for Applications in Medical Imaging | Sep 9, 2021 | Conformal PredictionDecision Making | CodeCode Available | 0 | 5 |
| A Survey of Online Experiment Design with the Stochastic Multi-Armed Bandit | Oct 2, 2015 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| A knowledge-driven vowel-based approach of depression classification from speech using data augmentation | Oct 27, 2022 | Data AugmentationDecision Making | CodeCode Available | 0 | 5 |
| ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension | Sep 23, 2022 | Decision MakingMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 | 5 |
| Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility Rules | Apr 26, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Fairness and Missing Values | May 29, 2019 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care | Nov 5, 2024 | Clinical KnowledgeDecision Making | CodeCode Available | 0 | 5 |
| Estimating Treatment Effects Under Heterogeneous Interference | Sep 25, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models | Feb 21, 2025 | Decision MakingKnowledge Distillation | CodeCode Available | 0 | 5 |
