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A new similarity measure for covariate shift with applications to nonparametric regression.
Reese Pathak
Cong Ma
Martin J. Wainwright
Published in:
CoRR (2022)
Keyphrases
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nonparametric regression
covariate shift
similarity measure
model selection
domain adaptation
semi supervised learning
pointwise
data generation
pairwise
training and test data
distance measure
feature vectors
cross validation
euclidean distance
cross domain
text categorization
kernel function
data sets