Search Results for author: Bahman Yari Saeed Khanloo

Found 3 papers, 0 papers with code

A Bennett Inequality for the Missing Mass

no code implementations20 Mar 2015 Bahman Yari Saeed Khanloo

Novel concentration inequalities are obtained for the missing mass, i. e. the total probability mass of the outcomes not observed in the sample.

Learning Theory

Novel Bernstein-like Concentration Inequalities for the Missing Mass

no code implementations10 Mar 2015 Bahman Yari Saeed Khanloo, Gholamreza Haffari

We are concerned with obtaining novel concentration inequalities for the missing mass, i. e. the total probability mass of the outcomes not observed in the sample.

Learning Theory

Novel Deviation Bounds for Mixture of Independent Bernoulli Variables with Application to the Missing Mass

no code implementations25 Feb 2014 Bahman Yari Saeed Khanloo

In this paper, we are concerned with obtaining distribution-free concentration inequalities for mixture of independent Bernoulli variables that incorporate a notion of variance.

Learning Theory

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