Top- $k$ Classification and Cardinality-Aware Prediction

28 March 2024

Papers citing "Top-$k$ Classification and Cardinality-Aware Prediction"

7 / 7 papers shown

Title
Multi-Label Learning with Stronger Consistency Guarantees Anqi Mao M. Mohri Yutao Zhong 55 6 0 18 Jul 2024
Realizable $H$ -Consistent and Bayes-Consistent Loss Functions for Learning to Defer Anqi Mao M. Mohri Yutao Zhong 38 8 0 18 Jul 2024
A Universal Growth Rate for Learning with Smooth Surrogate Losses Anqi Mao M. Mohri Yutao Zhong 32 7 0 09 May 2024
Regression with Multi-Expert Deferral Anqi Mao M. Mohri Yutao Zhong 28 10 0 28 Mar 2024
$H$ -Consistency Guarantees for Regression Anqi Mao M. Mohri Yutao Zhong 33 9 0 28 Mar 2024
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms Anqi Mao M. Mohri Yutao Zhong 34 24 0 23 Oct 2023
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention Anqi Mao M. Mohri Yutao Zhong 26 22 0 23 Oct 2023