Multiple-source adaptation theory and algorithms
type: Item
instance of: scholarly article
title: Multiple-source adaptation theory and algorithms
zbMATH Open document ID: 1490.68194
author: Ningshan Zhang
author: Mehryar Mohri
author: Judy Hoffman
published in: Annals of Mathematics and Artificial Intelligence
publication date: 2021-06-25T00:00:00Z
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 62B10
zbMATH DE Number: 7363389
zbMATH Keywords: domain adaptation
zbMATH Keywords: multiple-source adaptation
zbMATH Keywords: Rényi divergence
zbMATH Keywords: transfer learning
zbMATH Keywords: DC programming
describes a project that uses: AlexNet
describes a project that uses: OpenGrm
describes a project that uses: ImageNet
describes a project that uses: DeCAF
MaRDI profile type: Publication
full work available at URL: s10472-020-09716-0
OpenAlex ID: W3097191881
cites work: Q2719314
cites work: Matching algorithmic bounds for finding a Brouwer fixed point
cites work: Domain adaptation and sample bias correction theory and algorithm for regression
cites work: Relative deviation learning bounds and generalization with unbounded loss functions
cites work: Elements of Information Theory
cites work: Q3096169
cites work: Q5405177
cites work: Homotopies for computation of fixed points
cites work: On Choosing and Bounding Probability Metrics
cites work: Exponential lower bounds for finding Brouwer fixed points
cites work: DC programming: overview.
cites work: SIMPLICIAL APPROXIMATION OF FIXED POINTS
cites work: Q3292859
cites work: The Approximation of Fixed Points of a Continuous Mapping
cites work: A proof of convergence of the concave-convex procedure using Zangwill's theory
cites work: Convex analysis approach to d. c. programming: Theory, algorithms and applications
cites work: A D.C. Optimization Algorithm for Solving the Trust-Region Subproblem
cites work: A theory of the learnable
cites work: Rényi Divergence and Kullback-Leibler Divergence
cites work: Q4261789
cites work: The Concave-Convex Procedure
DOI: 10.1007/S10472-020-09716-0
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description: scientific article; zbMATH DE number 7363389