NEURIPS Poster "binary classification" Papers

5 papers found

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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

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