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05/26/2021
Convex Combination Belief Propagation Algorithms
We introduce new message passing algorithms for inference with graphical...
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02/22/2021
Direct Estimation of Appearance Models for Segmentation
Image segmentation algorithms often depend on appearance models that cha...
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12/16/2020
Clustering with Iterated Linear Optimization
We introduce a novel method for clustering using a semidefinite programm...
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12/03/2020
Iterated Linear Optimization
We introduce a fixed point iteration process built on optimization of a ...
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06/25/2015
Generalized Majorization-Minimization
Non-convex optimization is ubiquitous in machine learning. The Majorizat...
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12/20/2014