Complexity Theoretic Limitations on Learning Halfspaces

21 May 2015

Papers citing "Complexity Theoretic Limitations on Learning Halfspaces"

10 / 10 papers shown

Title
Learning Noisy Halfspaces with a Margin: Massart is No Harder than Random Gautam Chandrasekaran Vasilis Kontonis Konstantinos Stavropoulos Kevin Tian 109 1 0 20 Jan 2025
Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension Gautam Chandrasekaran Adam R. Klivans Vasilis Kontonis Raghu Meka Konstantinos Stavropoulos 66 2 0 01 Jul 2024
Actively Learning Combinatorial Optimization Using a Membership Oracle Rosario Messana Rui Chen Andrea Lodi 41 1 0 23 May 2024
Noisy Tensor Completion via the Sum-of-Squares Hierarchy Boaz Barak Ankur Moitra 141 41 0 26 Jan 2015
A PTAS for Agnostically Learning Halfspaces Amit Daniely 38 47 0 26 Oct 2014
Complexity theoretic limitations on learning DNF's Amit Daniely Shai Shalev-Shwartz 46 112 0 13 Apr 2014
From average case complexity to improper learning complexity Amit Daniely N. Linial Shai Shalev-Shwartz 81 120 0 10 Nov 2013
More data speeds up training time in learning halfspaces over sparse vectors Amit Daniely N. Linial Shai Shalev-Shwartz 53 46 0 10 Nov 2013
The complexity of learning halfspaces using generalized linear methods Amit Daniely N. Linial Shai Shalev-Shwartz 57 12 0 03 Nov 2012
Minimizing The Misclassification Error Rate Using a Surrogate Convex Loss Shai Ben-David D. Loker Nathan Srebro Karthik Sridharan 59 65 0 27 Jun 2012