Home » Authors » Imon Banerjee, Pierre Alquier

Imon Banerjee, Pierre Alquier

Public reference bibliography and cataloged PDF materials authored or published by Imon Banerjee, Pierre Alquier.

Found 1 document(s) Page 1 of 1

Self-normalized Bernstein Inequalities for Regenerative Processes and Applications to Learning Without Independence

Year: 2026 • Source: arxiv.org • Listed PDF

We prove a self-normalized Bernstein inequality for bounded functions of a regenerative process with independent, identically distributed marked cycles of finite mean length. The bound uses observed cycle lengths and ret...