28 citations · 68 across the 10 of their papers we have counts for
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cs.CV2015★ 9 cited
Generalized Majorization-Minimization
Sobhan Naderi Parizi, Kun He, Reza Aghajani +2
Non-convex optimization is ubiquitous in machine learning. Majorization-Minimization (MM) is a powerful iterative procedure for optimizing non-convex functions that works by optimi…
cs.DS2015
Diffusion Methods for Classification with Pairwise Relationships
Pedro F. Felzenszwalb, Benar F. Svaiter
We define two algorithms for propagating information in classification problems with pairwise relationships. The algorithms are based on contraction maps and are related to non-lin…