| 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 |
| Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models | Aug 21, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation | Aug 21, 2024 | Feature ImportanceMulti-Task Learning | —Unverified | 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 |
| A Pipeline for Data-Driven Learning of Topological Features with Applications to Protein Stability Prediction | Aug 9, 2024 | Feature ImportanceProtein Stability Prediction | —Unverified | 0 |
| Unveiling the Power of Sparse Neural Networks for Feature Selection | Aug 8, 2024 | Feature Importancefeature selection | CodeCode Available | 0 |
| Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models | Aug 7, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 1 |
