Learning From An Optimization Viewpoint

18 April 2012

Papers citing "Learning From An Optimization Viewpoint"

8 / 8 papers shown

Title
Multiclass learnability and the ERM principle Amit Daniely Sivan Sabato Shai Ben-David Shai Shalev-Shwartz 86 149 0 13 Aug 2013
Almost-everywhere algorithmic stability and generalization error S. Kutin P. Niyogi 45 173 0 12 Dec 2012
On the Universality of Online Mirror Descent Nathan Srebro Karthik Sridharan Ambuj Tewari 112 144 0 20 Jul 2011
Better Mini-Batch Algorithms via Accelerated Gradient Methods Andrew Cotter Ohad Shamir Nathan Srebro Karthik Sridharan ODL 93 313 0 22 Jun 2011
Efficient Transductive Online Learning via Randomized Rounding Nicolò Cesa-Bianchi Ohad Shamir 60 20 0 13 Jun 2011
Online Learning: Stochastic and Constrained Adversaries Alexander Rakhlin Karthik Sridharan Ambuj Tewari 56 23 0 27 Apr 2011
Optimistic Rates for Learning with a Smooth Loss Nathan Srebro Karthik Sridharan Ambuj Tewari 137 282 0 20 Sep 2010
A Stochastic View of Optimal Regret through Minimax Duality Jacob D. Abernethy Alekh Agarwal Peter L. Bartlett Alexander Rakhlin 68 95 0 30 Mar 2009