Search Results for author: Saeed Jahromi

Found 2 papers, 1 papers with code

Semi-supervised Learning in Network-Structured Data via Total Variation Minimization

no code implementations28 Jan 2019 Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar

This lends naturally to learning the labels by total variation (TV) minimization, which we solve by applying a recently proposed primal-dual method for non-smooth convex optimization.

Clustering

Semi-Supervised Learning via Sparse Label Propagation

1 code implementation5 Dec 2016 Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi

This learning algorithm allows for a highly scalable implementation as message passing over the underlying data graph.

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