107 citations · 182 across the 11 of their papers we have counts for
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stat.ML2013
The Gaussian Radon Transform and Machine Learning
Irina Holmes, Ambar Sengupta
There has been growing recent interest in probabilistic interpretations of kernel-based methods as well as learning in Banach spaces. The absence of a useful Lebesgue measure on an…
math.PR2013
An Inversion Formula for the Gaussian Radon Transform for Banach Spaces
Irina Holmes
We provide a disintegration theorem for the Gaussian Radon transform Gf on Banach spaces and use the Segal-Bargmann transform on abstract Wiener spaces to find a procedure to obtai…