Exponential Tail Local Rademacher Complexity Risk Bounds Without the Bernstein Condition

23 February 2022

Papers citing "Exponential Tail Local Rademacher Complexity Risk Bounds Without the Bernstein Condition"

10 / 10 papers shown

Title
Reweighting Improves Conditional Risk Bounds Yikai Zhang Jiahe Lin Fengpei Li Songzhu Zheng Anant Raj Anderson Schneider Yuriy Nevmyvaka 31 0 0 04 Jan 2025
On the Efficiency of ERM in Feature Learning Ayoub El Hanchi Chris J. Maddison Murat A. Erdogdu 69 0 0 18 Nov 2024
High-Probability Risk Bounds via Sequential Predictors Dirk van der Hoeven Nikita Zhivotovskiy Nicolò Cesa-Bianchi OffRL 36 2 0 15 Aug 2023
Local Risk Bounds for Statistical Aggregation Jaouad Mourtada Tomas Vavskevivcius Nikita Zhivotovskiy 29 1 0 29 Jun 2023
Exploring Local Norms in Exp-concave Statistical Learning Nikita Puchkin Nikita Zhivotovskiy 81 2 0 21 Feb 2023
A Regret-Variance Trade-Off in Online Learning Dirk van der Hoeven Nikita Zhivotovskiy Nicolò Cesa-Bianchi 14 6 0 06 Jun 2022
Exponential Savings in Agnostic Active Learning through Abstention Nikita Puchkin Nikita Zhivotovskiy 24 20 0 31 Jan 2021
The Statistical Complexity of Early-Stopped Mirror Descent Tomas Vaskevicius Varun Kanade Patrick Rebeschini 17 23 0 01 Feb 2020
Learning without Concentration for General Loss Functions S. Mendelson 63 65 0 13 Oct 2014
Learning without Concentration S. Mendelson 85 333 0 01 Jan 2014