Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems
Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems is a scholarly work by Michael A. Unser, published in 2018 in ''IEEE Transactions on Signal Processing''. The main subjects of the publication include regularization, Gaussian, inverse problem, mathematical optimization, photoacoustic imaging, compressed sensing, applied mathematics, mathematics, Gaussian process, and algorithm. The paper deals with the resolution of inverse problems in a periodic setting or, in other terms, the reconstruction of periodic continuous-domain signals from their noisy measurements.