5 citations · 9 across the 10 of their papers we have counts for
10 papers
One-Step Early Stopping Strategy using Neural Tangent Kernel Theory and Rademacher Complexity
Daniel Martin Xavier, Ludovic Chamoin, Jawher Jerray +1
The early stopping strategy consists in stopping the training process of a neural network (NN) on a set of input data before training error is minimal. The advantage is that th…
Proving the Convergence to Limit Cycles using Periodically Decreasing Jacobian Matrix Measures
Jawher Jerray, Laurent Fribourg
Methods based on "(Jacobian) matrix measure" to show the convergence of a dynamical system to a limit cycle (LC), generally assume that the measure is negative everywhere on the LC…
The AGN fuelling/feedback cycle in nearby radio galaxies -- IV. Molecular gas conditions and jet-ISM interaction in NGC3100
I. Ruffa, I. Prandoni, T. A. Davis +5
This is the fourth paper of a series investigating the AGN fuelling/feedback processes in a sample of eleven nearby low-excitation radio galaxies (LERGs). In this paper we present…
Constructing invariant tori using guaranteed Euler method
Jawher Jerray, Laurent Fribourg
We show here how, using Euler's integration method and an associated function bounding the error in function of time, one can generate structures closely surrounding the invariant…
Robust optimal periodic control using guaranteed Euler's method
Jawher Jerray, Laurent Fribourg, Étienne André
In this paper, we consider the application of optimal periodic control sequences to switched dynamical systems. The control sequence is obtained using a finite-horizon optimal meth…
Generation of bounded invariants via stroboscopic set-valued maps: Application to the stability analysis of parametric time-periodic systems
Jawher Jerray, Laurent Fribourg
A method is given for generating a bounded invariant of a differential system with a given set of initial conditions around a point . This invariant has the form of a tube cen…