Stochastic Rounding Increases Small Singular Values

Linkai Ma, Tingzhou Yu, Petros Drineas

Over the past half-dozen years, stochastic rounding (SR) has regained significant attention as a quantization scheme for low-precision floating-point arithmetic, with applications…