  We propose a cumulative Kolmogorov filter to improve the fused Kolmogorov
filter proposed by Zou (2015) via cumulative slicing. We establish an improved
asymptotic result under relaxed assumptions and numerically demonstrate its
enhanced finite sample performance.
