12 citations · 52 across the 36 of their papers we have counts for
3 papers · 1 filter
One-shot backpropagation for multi-step prediction in physics-based system identification -- EXTENDED VERSION
Cesare Donati, Martina Mammarella, Fabrizio Dabbene +2
The aim of this paper is to present a novel physics-based framework for the identification of dynamical systems, in which the physical and structural insights are reflected directl…
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,…
Lp Quasi-norm Minimization: Algorithm and Applications
Omar M. Sleem, M. E. Ashour, N. S. Aybat +1
Sparsity finds applications in areas as diverse as statistics, machine learning, and signal processing. Computations over sparse structures are less complex compared to their dense…