2 papers
math.ST2024
An adaptive transfer learning perspective on classification in non-stationary environments
Henry W J Reeve
We consider a semi-supervised classification problem with non-stationary label-shift in which we observe a labelled data set followed by a sequence of unlabelled covariate vectors…
math.PR2024
A short proof of the Dvoretzky--Kiefer--Wolfowitz--Massart inequality
Henry W J Reeve
The Dvoretzky--Kiefer--Wolfowitz--Massart inequality gives a sub-Gaussian tail bound on the supremum norm distance between the empirical distribution function of a random sample an…