Near-Tight Margin-Based Generalization Bounds for Support Vector Machines

3 June 2020

Papers citing "Near-Tight Margin-Based Generalization Bounds for Support Vector Machines"

5 / 5 papers shown

Title
Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective Masoud Kavian Romain Chor Milad Sefidgaran Abdellatif Zaidi FedML 91 1 0 03 Mar 2025
Sample Selection via Contrastive Fragmentation for Noisy Label Regression C. Kim Sangwoo Moon Jihwan Moon Dongyeon Woo Gunhee Kim NoLa 159 0 0 25 Feb 2025
Tight Generalization Bounds for Large-Margin Halfspaces Kasper Green Larsen Natascha Schalburg 59 0 0 20 Feb 2025
Margin-Based Generalization Lower Bounds for Boosted Classifiers A. Jørgensen Lior Kamma Kasper Green Larsen Alexander Mathiasen Jelani Nelson AI4MH AI4CE 31 16 0 27 Sep 2019
On the Doubt about Margin Explanation of Boosting Wei Gao Zhi Zhou UQCV 81 180 0 19 Sep 2010