# A variance reduction technique using a quantized Brownian motion as a control variate

## Antoine Lejay and Victor Reutenauer

#### Abstract

ABSTRACT

This paper introduces a new variance reduction technique for diffusion processes where a control variate is constructed using a quantization of the coefficients of the Karhunen-Loève decomposition of the underlying Brownian motion. This method can also be used for other Gaussian processes.