Séminaire MAD-Stat

Stochastic implicit algorithms

par M. Cheik Traoré (Toulouse School of Economics)

Europe/Paris
Auditorium 3 (Toulouse School of Economics)

Auditorium 3

Toulouse School of Economics

Description

We will examine stochastic implicit algorithms. These algorithms have proven more robust with respect to step size selection compared to their explicit counterparts. Specifically, we will show that variance reduction techniques enable to improve the convergence rates of these implicit algorithms as already seen for explicit ones. (Work with Vassilis Apidopoulos, Peter Ochs, Saverio Salzo, Silvia Villa).