Ranking with Abstention

5 July 2023

Papers citing "Ranking with Abstention"

13 / 13 papers shown

Title
Budgeted Multiple-Expert Deferral Giulia DeSalvo Clara Mohri M. Mohri Yutao Zhong 60 0 0 30 Oct 2025
Bounded-Abstention Pairwise Learning to Rank Antonio Ferrara Andrea Pugnana Francesco Bonchi Salvatore Ruggieri 152 0 0 29 May 2025
Multi-Label Learning with Stronger Consistency Guarantees Anqi Mao M. Mohri Yutao Zhong 241 18 0 18 Jul 2024
Realizable $H$ -Consistent and Bayes-Consistent Loss Functions for Learning to Defer Anqi Mao M. Mohri Yutao Zhong 193 22 0 18 Jul 2024
Cardinality-Aware Set Prediction and Top- $k$ Classification Corinna Cortes Anqi Mao Christopher Mohri M. Mohri Yutao Zhong 134 17 0 09 Jul 2024
A Universal Growth Rate for Learning with Smooth Surrogate LossesNeural Information Processing Systems (NeurIPS), 2024 Anqi Mao M. Mohri Yutao Zhong 163 16 0 09 May 2024
Top- $k$ Classification and Cardinality-Aware Prediction Anqi Mao M. Mohri Yutao Zhong 134 8 0 28 Mar 2024
Regression with Multi-Expert Deferral Anqi Mao M. Mohri Yutao Zhong 201 25 0 28 Mar 2024
$H$ -Consistency Guarantees for Regression Anqi Mao M. Mohri Yutao Zhong 247 16 0 28 Mar 2024
Multi-Armed Bandits with Abstention Junwen Yang Tianyuan Jin Vincent Y. F. Tan 156 2 0 23 Feb 2024
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism Hippolyte Gisserot-Boukhlef Manuel Faysse Emmanuel Malherbe C´eline Hudelot Pierre Colombo 371 5 0 20 Feb 2024
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and AlgorithmsInternational Conference on Algorithmic Learning Theory (ALT), 2023 Anqi Mao M. Mohri Yutao Zhong 202 36 0 23 Oct 2023
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class AbstentionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Anqi Mao M. Mohri Yutao Zhong 157 33 0 23 Oct 2023