29 citations · 163 across the 31 of their papers we have counts for
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math.HO2014
A Primer on Reproducing Kernel Hilbert Spaces
Jonathan H. Manton, Pierre-Olivier Amblard
Reproducing kernel Hilbert spaces are elucidated without assuming prior familiarity with Hilbert spaces. Compared with extant pedagogic material, greater care is placed on motivati…
math.HO2013★ 23 cited
A Primer on Stochastic Differential Geometry for Signal Processing
Jonathan H. Manton
This primer explains how continuous-time stochastic processes (precisely, Brownian motion and other Ito diffusions) can be defined and studied on manifolds. No knowledge is assumed…
math.HO2012★ 7 cited
Differential Calculus, Tensor Products and the Importance of Notation
Jonathan H. Manton
An efficient coordinate-free notation is elucidated for differentiating matrix expressions and other functions between higher-dimensional vector spaces. This method of differentiat…