2025 Poster "binary classification" Papers
7 papers found
Balancing Positive and Negative Classification Error Rates in Positive-Unlabeled Learning
Ximing Li, Yuanchao Dai, Bing Wang et al.
NEURIPS 2025poster
Efficient PAC Learning for Realizable-Statistic Models via Convex Surrogates
Shivani Agarwal
NEURIPS 2025poster
Estimating Model Performance Under Covariate Shift Without Labels
Jakub Białek, Juhani Kivimäki, Wojciech Kuberski et al.
NEURIPS 2025posterarXiv:2401.08348
6
citations
Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks
Binghui Li, Zhixuan Pan, Kaifeng Lyu et al.
ICLR 2025posterarXiv:2410.10322
Provable weak-to-strong generalization via benign overfitting
David Wu, Anant Sahai
ICLR 2025posterarXiv:2410.04638
14
citations
QuanDA: Quantile-Based Discriminant Analysis for High-Dimensional Imbalanced Classification
Qian Tang, Yuwen Gu, Boxiang Wang
NEURIPS 2025poster
The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture Model
Kaito Takanami, Takashi Takahashi, Ayaka Sakata
NEURIPS 2025posterarXiv:2501.16226
2
citations