Skip navigation
Skip navigation

Exponential family graph matching and ranking

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


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
Source: Proceedings of The 23rd Annual Conference on Neural Information Processing Systems (NIPS 23)


File Description SizeFormat Image
01_Petterson_Exponential_family_graph_2009.pdf638.52 kBAdobe PDF    Request a copy
02_Petterson_Exponential_family_graph_2009.pdf17.51 kBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  17 November 2022/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator