Concentration via chaining method and its applications

Understand

In this paper we study the regularity of paths in terms of properties of admissible nets.

• We show the right concentration inequality above the modulus of continuity.
• Using the approach we prove the Bernstein type inequality for the empirical processes.
• Therefore we obtain the best form of concentration for processes studied recently by Mendelson and Paouris.