| A knowledge-driven vowel-based approach of depression classification from speech using data augmentation | Oct 27, 2022 | Data AugmentationDecision Making | 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 |
| Fairness Explainability using Optimal Transport with Applications in Image Classification | Aug 22, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation | Sep 4, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| FairNN- Conjoint Learning of Fair Representations for Fair Decisions | Apr 5, 2020 | ClassificationDecision Making | 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 |
| Evaluating model calibration in classification | Feb 19, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| FairSight: Visual Analytics for Fairness in Decision Making | Aug 1, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 | 5 |
| Fair Tree Classifier using Strong Demographic Parity | Oct 18, 2021 | AttributeClassification | 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 |
| A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models | Feb 21, 2025 | Decision MakingKnowledge Distillation | CodeCode Available | 0 | 5 |
| Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild | May 3, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| Assessing the Effectiveness of GPT-3 in Detecting False Political Statements: A Case Study on the LIAR Dataset | Jun 14, 2023 | Decision MakingMisinformation | 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 |
| "Even if ..." -- Diverse Semifactual Explanations of Reject | Jul 5, 2022 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 0 | 5 |
| Assessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-making | Apr 11, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial Modeling | Oct 17, 2024 | Decision MakingDenoising | CodeCode Available | 0 | 5 |
| Addressing Myopic Constrained POMDP Planning with Recursive Dual Ascent | Mar 26, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Estimating Average Treatment Effects via Orthogonal Regularization | Jan 21, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| Estimating Expected Calibration Errors | Sep 8, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| Features Understanding in 3D CNNs for Actions Recognition in Video | Oct 1, 2020 | Action RecognitionDecision 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 |
| Optimal and efficient text counterfactuals using Graph Neural Networks | Aug 4, 2024 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Estimating Treatment Effects Under Heterogeneous Interference | Sep 25, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate | Sep 7, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
