378 citations · 1.8k across the 48 of their papers we have counts for
Showing 2014 · cs.LGShow all
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cs.LG2014★ 18 cited
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation
Qixing Huang, Yuxin Chen, Leonidas Guibas
Maximum a posteriori (MAP) inference over discrete Markov random fields is a fundamental task spanning a wide spectrum of real-world applications, which is known to be NP-hard for…
cs.LG2014★ 92 cited
Near-Optimal Joint Object Matching via Convex Relaxation
Yuxin Chen, Leonidas J. Guibas, Qi-Xing Huang
Joint matching over a collection of objects aims at aggregating information from a large collection of similar instances (e.g. images, graphs, shapes) to improve maps between pairs…