7 citations · 8 across the 2 of their papers we have counts for
2 papers
math.DS2014★ 7 cited
Compressed Sensing for Network Reconstruction
David Hayden, Young Hwan Chang, Jorge Goncalves +1
The problem of identifying sparse solutions for the link structure and dynamics of an unknown linear, time-invariant network is posed as finding sparse solutions x to Ax=b. If the…
math.OC2014★ 1 cited
A Sparse Bayesian Approach to the Identification of Nonlinear State-Space Systems
Wei Pan, Ye Yuan, Jorge Gonçalves +1
This technical note considers the identification of nonlinear discrete-time systems with additive process noise but without measurement noise. In particular, we propose a method an…