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eess.SY2026
RAIN-FIT: Learning of Fitting Surfaces and Noise Distribution from Large Data Sets
Omar M. Sleem, Sahand Kiani, Constantino M. Lagoa
This paper proposes a method for estimating a surface that contains a given set of points from noisy measurements. More precisely, by assuming that the surface is described by the…
eess.SY2023
Parsimonious System Identification from Fragmented Quantized Measurements
Omar M. Sleem, Constantino M. Lagoa
Quantization is the process of mapping an input signal from an infinite continuous set to a countable set with a finite number of elements. It is a non-linear irreversible process,…