Fast classification rates without standard margin assumptions

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Fast classification rates without standard margin assumptions

28 October 2019

Olivier Bousquet

Nikita Zhivotovskiy

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Papers citing "Fast classification rates without standard margin assumptions"

6 / 6 papers shown

Title
A Regret-Variance Trade-Off in Online Learning Dirk van der Hoeven Nikita Zhivotovskiy Nicolò Cesa-Bianchi 56 7 0 06 Jun 2022
Efficient Active Learning with Abstention Yinglun Zhu Robert D. Nowak 107 15 0 31 Mar 2022
Exponential Savings in Agnostic Active Learning through Abstention Nikita Puchkin Nikita Zhivotovskiy 79 20 0 31 Jan 2021
On Mean Estimation for Heteroscedastic Random Variables Luc Devroye Silvio Lattanzi Gabor Lugosi Nikita Zhivotovskiy 59 4 0 22 Oct 2020
Exploratory Machine Learning with Unknown Unknowns Peng Zhao Jia-Wei Shan Yu Zhang Zhi Zhou 67 26 0 05 Feb 2020
Fast Rates for Online Prediction with Abstention Gergely Neu Nikita Zhivotovskiy 74 16 0 28 Jan 2020