Martingale function spaces form a central theme in modern probability theory and harmonic analysis. They offer a robust framework for analysing sequences of random variables with a built‐in ...
ABSTRACT: The set of continuous functions from topological space Y to topological space Z endowed with a topology forms the function space. For A subset of Y, the set of continuous functions from the ...
ABSTRACT: The set of continuous functions from topological space Y to topological space Z endowed with a topology forms the function space. For A subset of Y, the set of continuous functions from the ...
Function-Space Regularization in Neural Networks: A Probabilistic Perspective; Tim G. J. Rudner, Sanyam Kapoor, Shikai Qiu, Andrew Gordon Wilson. ICML 2023. Abstract: Parameter-space regularization in ...
Shift-invariant spaces form a fundamental class of function spaces where elements can be represented as linear combinations of translates of one or more generating functions. This concept is pivotal ...
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