| Optimizing Mortality Prediction for ICU Heart Failure Patients: Leveraging XGBoost and Advanced Machine Learning with the MIMIC-III Database | Sep 3, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| From Predictive Importance to Causality: Which Machine Learning Model Reflects Reality? | Sep 1, 2024 | Feature Importance | —Unverified | 0 |
| Error-controlled non-additive interaction discovery in machine learning models | Aug 30, 2024 | Feature Importance | —Unverified | 0 |
| An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated Text | Aug 26, 2024 | Feature ImportanceLanguage Modeling | CodeCode Available | 0 |
| Augmented Functional Random Forests: Classifier Construction and Unbiased Functional Principal Components Importance through Ad-Hoc Conditional Permutations | Aug 23, 2024 | ClassificationFeature Importance | —Unverified | 0 |
| DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation | Aug 21, 2024 | Feature ImportanceMulti-Task Learning | —Unverified | 0 |
| Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models | Aug 21, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Approximation of the Proximal Operator of the _ Norm Using a Neural Network | Aug 20, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 0 |
| Shapley Marginal Surplus for Strong Models | Aug 16, 2024 | Decision MakingFeature Importance | —Unverified | 0 |
| Cognitive Networks and Performance Drive fMRI-Based State Classification Using DNN Models | Aug 14, 2024 | Feature Importance | —Unverified | 0 |
