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A PAC-Bayesian Approach to Formulation of Clustering Objectives

A PAC-Bayesian Approach to Formulation of Clustering Objectives. Yevgeny Seldin Joint work with Naftali Tishby. Motivation. Example. Clustering tasks are often ambiguous It is hard to compare between solutions, especially if based on different objectives. Motivation. Example.

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A PAC-Bayesian Approach to Formulation of Clustering Objectives