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Exponential family graph matching and ranking

Petterson, James; Caetano, Tiberio; McAuley, Julian; Yu, Jin

Description

We present a method for learning max-weight matching predictors in bipartite graphs. The method consists of performing maximum a posteriori estimation in exponential families with sufficient statistics that encode permutations and data features. Although

CollectionsANU Research Publications
Date published: 2009
Type: Conference paper
URI: http://hdl.handle.net/1885/56853
Source: Proceedings of The 23rd Annual Conference on Neural Information Processing Systems (NIPS 23)

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