Exploiting the Surrogate Gap in Online Multiclass Classification

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Exploiting the Surrogate Gap in Online Multiclass Classification

24 July 2020

Dirk van der Hoeven

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Papers citing "Exploiting the Surrogate Gap in Online Multiclass Classification"

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Title
Bandit and Delayed Feedback in Online Structured Prediction Yuki Shibukawa Taira Tsuchiya Shinsaku Sakaue Kenji Yamanishi OffRL 151 0 0 26 Feb 2025
Online Structured Prediction with Fenchel--Young Losses and Improved Surrogate Regret for Online Multiclass Classification with Logistic Loss Shinsaku Sakaue Han Bao Taira Tsuchiya Taihei Oki 86 4 0 13 Feb 2024
Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts Dirk van der Hoeven Ciara Pike-Burke Haotian Qiu Nicolò Cesa-Bianchi 47 1 0 03 Jul 2023
FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy Yan Sun Li Shen Tiansheng Huang Liang Ding Dacheng Tao FedML 111 57 0 21 Feb 2023
A Regret-Variance Trade-Off in Online Learning Dirk van der Hoeven Nikita Zhivotovskiy Nicolò Cesa-Bianchi 99 7 0 06 Jun 2022
Efficient Methods for Online Multiclass Logistic Regression Naman Agarwal Satyen Kale Julian Zimmert 104 11 0 06 Oct 2021
Beyond Bandit Feedback in Online Multiclass Classification Dirk van der Hoeven Federico Fusco Nicolò Cesa-Bianchi OffRL 63 13 0 07 Jun 2021