Multi-Label Learning with Stronger Consistency Guarantees

18 July 2024

Papers citing "Multi-Label Learning with Stronger Consistency Guarantees"

5 / 5 papers shown

Title
Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel-Young Losses Yuzhou Cao Han Bao Lei Feng Bo An 24 0 0 14 May 2025
$Analyzing Cost-Sensitive Surrogate Losses via $\mathcal{H}$-calibration$ Analyzing Cost-Sensitive Surrogate Losses via $\mathcal{H}$ -calibration Sanket Shah Milind Tambe Jessie Finocchiaro 61 1 0 26 Feb 2025
Realizable $H$ -Consistent and Bayes-Consistent Loss Functions for Learning to Defer Anqi Mao M. Mohri Yutao Zhong 38 8 0 18 Jul 2024
Cardinality-Aware Set Prediction and Top- $k$ Classification Corinna Cortes Anqi Mao Christopher Mohri M. Mohri Yutao Zhong 32 4 0 09 Jul 2024
A Universal Growth Rate for Learning with Smooth Surrogate Losses Anqi Mao M. Mohri Yutao Zhong 34 7 0 09 May 2024