3 papers
cs.IT2021
Second Degree Model for Multi-Compression and Recovery of Distributed Signals
Pablo Soto-Quiros, Anatoli Torokhti, Stanley J. Miklavcic
We study the problem of multi-compression and reconstructing a stochastic signal observed by several independent sensors (or compressors) that transmit compressed information to a…
stat.ME2021
Extended Principal Component Analysis
Pablo Soto-Quiros, Anatoli Torokhti
Principal Component Analysis (PCA) is a transform for finding the principal components (PCs) that represent features of random data. PCA also provides a reconstruction of the PCs t…
math.OC2018
Best approximations of non-linear mappings: Method of optimal injections
Anatoli Torokhti, Pablo Soto-Quiros
While the theory of operator approximation with any given accuracy is well elaborated, the theory of {best constrained} constructive operator approximation is still not so well dev…