Surrogate Regret Bounds for Polyhedral Losses

26 October 2021

Papers citing "Surrogate Regret Bounds for Polyhedral Losses"

10 / 10 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
Proper losses regret at least 1/2-order Han Bao Asuka Takatsu 18 1 0 15 Jul 2024
A Universal Growth Rate for Learning with Smooth Surrogate Losses Anqi Mao M. Mohri Yutao Zhong 40 7 0 09 May 2024
$H$ -Consistency Guarantees for Regression Anqi Mao M. Mohri Yutao Zhong 33 9 0 28 Mar 2024
Cross-Entropy Loss Functions: Theoretical Analysis and Applications Anqi Mao M. Mohri Yutao Zhong AAML 29 277 0 14 Apr 2023
Consistent Polyhedral Surrogates for Top- $k$ Classification and Variants Jessie Finocchiaro Rafael Frongillo Emma R Goodwill Anish Thilagar 13 14 0 18 Jul 2022
An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates Jessie Finocchiaro Rafael Frongillo Bo Waggoner 19 14 0 29 Jun 2022
A Case of Exponential Convergence Rates for SVM Vivien A. Cabannes Stefano Vigogna 24 2 0 20 May 2022
An Embedding Framework for Consistent Polyhedral Surrogates Jessie Finocchiaro Rafael Frongillo Bo Waggoner 9 30 0 17 Jul 2019
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi-Hua Zhou 69 123 0 03 Aug 2012