| Fast Classification Rates for High-dimensional Gaussian Generative Models | Dec 1, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Faster Margin Maximization Rates for Generic and Adversarially Robust Optimization Methods | May 27, 2023 | Binary Classification | —Unverified | 0 |
| Faster Maximum Feasible Subsystem Solutions for Dense Constraint Matrices | Feb 10, 2021 | Binary ClassificationCompressive Sensing | —Unverified | 0 |
| Fast Interactive Image Retrieval using large-scale unlabeled data | Feb 12, 2018 | Active LearningBinary Classification | —Unverified | 0 |
| Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case | Jun 25, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Fast semi-supervised discriminant analysis for binary classification of large data-sets | Sep 14, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks | Oct 14, 2024 | Adversarial RobustnessBinary Classification | —Unverified | 0 |
| Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models | Feb 11, 2025 | Binary ClassificationFeature Importance | —Unverified | 0 |
| Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data | Jan 23, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| Feature subset selection for kernel SVM classification via mixed-integer optimization | May 28, 2022 | Binary ClassificationComputational Efficiency | —Unverified | 0 |
