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The interplay between system identification and machine learning

The interplay between system identification and machine learning

G. Pillonetto
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Papers citing "The interplay between system identification and machine learning"

5 / 5 papers shown
Title
Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC
Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC
R. Frigola
Fredrik Lindsten
Thomas B. Schon
C. Rasmussen
123
149
0
12 Jun 2013
Integrated Pre-Processing for Bayesian Nonlinear System Identification with Gaussian Processes
Integrated Pre-Processing for Bayesian Nonlinear System Identification with Gaussian Processes
R. Frigola
C. Rasmussen
86
47
0
12 Mar 2013
The connection between Bayesian estimation of a Gaussian random field and RKHS
The connection between Bayesian estimation of a Gaussian random field and RKHS
Aleksandr Aravkin
B. Bell
J. Burke
G. Pillonetto
47
22
0
22 Jan 2013
A reproducing kernel Hilbert space approach to functional linear regression
A reproducing kernel Hilbert space approach to functional linear regression
M. Yuan
Tommaso Cai
180
282
0
12 Nov 2012
The Convex Geometry of Linear Inverse Problems
The Convex Geometry of Linear Inverse Problems
V. Chandrasekaran
Benjamin Recht
P. Parrilo
A. Willsky
221
1,342
0
03 Dec 2010

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