Scinovex
article Open AccessTop 10% cited

Multitask Learning

Machine Learning · 1997 · Vol. 28(1) · pp. 41–75
Rich Caruana
Bayesian Modeling and Causal InferenceDomain Adaptation and Few-Shot LearningMachine Learning and Data ClassificationMulti-task learningComputer scienceArtificial intelligenceMachine learningInductive transferInstance-based learningGeneralizationTransfer of learningTask (project management)Inductive bias

Funding

  • National Science Foundation
  • University of Pittsburgh
  • Advanced Research Projects Agency
Citations
6,162
FWCI
5.44
field-weighted impact
References
77
Percentile
96%
vs. same field & year
Citations per year
Cited by
A Survey on Federated Learning for Resource-Constrained IoT Devices
IEEE Internet of Things Journal · 2021 · 695 citations
Bayesian Compressive Sensing
IEEE Transactions on Signal Processing · 2008 · 2,375 citations
Convex multi-task feature learning
Machine Learning · 2008 · 1,373 citations
QSAR Modeling: Where Have You Been? Where Are You Going To?
Journal of Medicinal Chemistry · 2013 · 1,986 citations
Deep Multitask Learning for Railway Track Inspection
IEEE Transactions on Intelligent Transportation Systems · 2016 · 425 citations
Generalizing from a Few Examples
ACM Computing Surveys · 2020 · 2,549 citations
References
Learning representations by back-propagating errors
Nature · 1986 · 30,045 citations
Hierarchical Mixtures of Experts and the EM Algorithm
Neural Computation · 1994 · 2,597 citations
Statistical Analysis With Missing Data
Journal of the American Statistical Association · 1989 · 17,494 citations
Backpropagation Applied to Handwritten Zip Code Recognition
Neural Computation · 1989 · 11,706 citations
Induction of Decision Trees
Machine Learning · 1986 · 14,589 citations
Statistical Analysis with Missing Data
Technometrics · 1988 · 3,119 citations
Induction of decision trees
Machine Learning · 1986 · 12,326 citations
Related articles
Multitask Learning
Machine Learning · 1997 · 6,162 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.