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cs.LG2013★ 42 cited
GURLS: a Least Squares Library for Supervised Learning
Andrea Tacchetti, Pavan K Mallapragada, Matteo Santoro +1
We present GURLS, a least squares, modular, easy-to-extend software library for efficient supervised learning. GURLS is targeted to machine learning practitioners, as well as non-s…
cs.LG2012★ 30 cited
Learning Probability Measures with respect to Optimal Transport Metrics
Guillermo D. Canas, Lorenzo Rosasco
We study the problem of estimating, in the sense of optimal transport metrics, a measure which is assumed supported on a manifold embedded in a Hilbert space. By establishing a pre…