Duality and auxiliary functions for Bregman distances 2001 19 citations ? 2 self


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  • Author:  by Stephen Della Pietra  Vincent Della Pietra  John Lafferty  

  • Abstract:  We formulate and prove a convex duality theorem for Bregman distances and present a technique based on auxiliary functions for deriving and proving convergence of iterative algorithms to minimize Bregman distance subject to linear constraints.

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