Self-normalised Bennett inequalities for Hilbert-valued martingales

David Janz

We prove time-uniform self-normalised Bennett inequalities for a martingale $(M_n{)}_{n\ge 0}$ in a separable Hilbert space, with $M_0=0$ and increments bounded in norm by one. Writi…