A Generalization Error Bound for Multi-class Domain Generalization

A Generalization Error Bound for Multi-class Domain Generalization

24 May 2019

Srinagesh Sharma

Clayton Scott

Papers citing "A Generalization Error Bound for Multi-class Domain Generalization"

14 / 14 papers shown

Title
Optimal Transport for Multi-source Domain Adaptation under Target Shift I. Redko Nicolas Courty Rémi Flamary D. Tuia OOD 36 141 0 13 Mar 2018
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 91 1,417 0 10 Oct 2017
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 119 1,443 0 09 Oct 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 90 787 0 28 Sep 2017
Structured Prediction Theory Based on Factor Graph Complexity Corinna Cortes M. Mohri Vitaly Kuznetsov Scott Yang OOD 49 3 0 20 May 2016
A vector-contraction inequality for Rademacher complexities Andreas Maurer 74 259 0 01 May 2016
Multi-task and Lifelong Learning of Kernels Anastasia Pentina Shai Ben-David CLL 61 62 0 21 Feb 2016
Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization Muhammad Ghifary David Balduzzi W. Kleijn Mengjie Zhang 67 437 0 15 Oct 2015
Optimal Transport for Domain Adaptation Nicolas Courty Rémi Flamary D. Tuia A. Rakotomamonjy OT OOD 112 1,119 0 02 Jul 2015
Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms Yunwen Lei Ürün Dogan Alexander Binder Marius Kloft 50 57 0 14 Jun 2015
Convex Calibration Dimension for Multiclass Loss Matrices H. G. Ramaswamy S. Agarwal 46 47 0 12 Aug 2014
Domain Generalization via Invariant Feature Representation Krikamol Muandet David Balduzzi Bernhard Schölkopf OOD 112 1,173 0 10 Jan 2013
Sparse coding for multitask and transfer learning Andreas Maurer Massimiliano Pontil Bernardino Romera-Paredes 85 191 0 04 Sep 2012
A Model of Inductive Bias Learning Jonathan Baxter 100 1,212 0 01 Jun 2011

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