Efficient Private Algorithms for Learning Large-Margin Halfspaces

24 February 2019

Papers citing "Efficient Private Algorithms for Learning Large-Margin Halfspaces"

4 / 4 papers shown

Title
PILLAR: How to make semi-private learning more effective Francesco Pinto Yaxian Hu Fanny Yang Amartya Sanyal 57 11 0 06 Jun 2023
Differentially-Private Bayes Consistency Olivier Bousquet Haim Kaplan A. Kontorovich Yishay Mansour Shay Moran Menachem Sadigurschi Uri Stemmer 28 0 0 08 Dec 2022
On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data Jinyan Su Jinhui Xu Di Wang 21 2 0 17 Sep 2022
A Theory of PAC Learnability of Partial Concept Classes N. Alon Steve Hanneke R. Holzman Shay Moran 28 50 0 18 Jul 2021