
On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions
Author(s) -
Aaditya Ramdas,
Sashank J. Reddi,
Barnabás Póczos,
Aarti Singh,
Larry Wasserman
Publication year - 2015
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v29i1.9692
Subject(s) - nonparametric statistics , dimension (graph theory) , mathematics , kernel (algebra) , statistical hypothesis testing , heuristic , econometrics , independence (probability theory) , statistics , mathematical optimization , discrete mathematics , combinatorics