Search Results for author: Tiffany Ding

Found 2 papers, 2 papers with code

Class-Conditional Conformal Prediction with Many Classes

1 code implementation NeurIPS 2023 Tiffany Ding, Anastasios N. Angelopoulos, Stephen Bates, Michael I. Jordan, Ryan J. Tibshirani

Standard conformal prediction methods provide a marginal coverage guarantee, which means that for a random test point, the conformal prediction set contains the true label with a user-specified probability.

Conformal Prediction

Learning from Multiple Noisy Partial Labelers

2 code implementations8 Jun 2021 Peilin Yu, Tiffany Ding, Stephen H. Bach

We evaluate our framework on three text classification and six object classification tasks.

Attribute text-classification +2

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