Andrew Perfors
Home
Research
People
Publications
Teaching
Resources
Blog
CV
Contact
Do additional features help or harm during category learning? An exploration of the curse of dimensionality in human learners
Wai Keen Vong
,
Andrew Hendrickson
,
Andrew Perfors
,
Danielle Navarro
March 2016
PDF
Cite
Project
Published
Type
Conference paper
Publication
In A Papafragou, D Grodner, D Mirman and JC Trueswell (Eds.)
Proceedings of the 38th Annual Conference of the Cognitive Science Society
: 2471-2476.
[Marr Prize Winner]
features
categorisation
cursedimensionality
learnability
Related
Learnability, representation, and language: A Bayesian approach
Empiricism and language learnability
People are sensitive to hypothesis sparsity during category discrimination
The relevance of labels in semi-supervised learning depends on category structure
Learning time-varying categories
Cite
×