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What is A New Tail Bound For The Sum of Bounded Independent Random Variables about?

This document presents a new tail bound for the sum of independent random variables, particularly when the expected value is known and each variable is bounded within specific intervals. The proposed bound, which can be computed through a two-dimensional convex optimization problem, demonstrates significant improvements over Hoeffding

Author

hu walter

Language

EN