A notion of task relatedness yielding provable multiple-task learning guarantees
type: Item
instance of: scholarly article
title: A notion of task relatedness yielding provable multiple-task learning guarantees
zbMATH Open document ID: 1470.68082
author: Shai Ben-David
author: Reba Schuller Borbely
published in: Machine Learning
publication date: 2009-03-31T00:00:00Z
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 68Q32
zbMATH DE Number: 5537390
zbMATH Keywords: learning theory
zbMATH Keywords: multi-task learning
zbMATH Keywords: classification prediction
zbMATH Keywords: inductive transfer
zbMATH Keywords: VC-dimension
zbMATH Keywords: generalization bounds
zbMATH Keywords: task relatedness
MaRDI profile type: Publication
full work available at URL: s10994-007-5043-5
OpenAlex ID: W2040852548
cites work: Q4954173
cites work: Learning Theory and Kernel Machines
cites work: Learnability and the Vapnik-Chervonenkis dimension
cites work: On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
DOI: 10.1007/S10994-007-5043-5
description: scientific article; zbMATH DE number 5537390