| Conformal Transformation of Kernels: A Geometric Perspective on Text Classification | Jun 1, 2024 | Binary Classificationtext-classification | —Unverified | 0 |
| Aligning Multiclass Neural Network Classifier Criterion with Task Performance via F_β-Score | May 31, 2024 | Binary Classification | —Unverified | 0 |
| Threshold-Independent Fair Matching through Score Calibration | May 30, 2024 | Binary ClassificationFairness | CodeCode Available | 0 |
| Video-Language Critic: Transferable Reward Functions for Language-Conditioned Robotics | May 30, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 0 |
| Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning | May 28, 2024 | Active LearningBinary Classification | —Unverified | 0 |
| Classifying Overlapping Gaussian Mixtures in High Dimensions: From Optimal Classifiers to Neural Nets | May 28, 2024 | Binary Classification | CodeCode Available | 0 |
| Glauber Generative Model: Discrete Diffusion Models via Binary Classification | May 27, 2024 | Binary ClassificationDenoising | —Unverified | 0 |
| Exploring the Performance of Continuous-Time Dynamic Link Prediction Algorithms | May 27, 2024 | Binary ClassificationDynamic Link Prediction | CodeCode Available | 0 |
| Competing for pixels: a self-play algorithm for weakly-supervised segmentation | May 26, 2024 | Binary ClassificationImage Segmentation | CodeCode Available | 0 |
| A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts | May 26, 2024 | Binary ClassificationMixture-of-Experts | —Unverified | 0 |
