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math.NA2016
Structural Convergence Results for Approximation of Dominant Subspaces from Block Krylov Spaces
Petros Drineas, Ilse Ipsen, Eugenia-Maria Kontopoulou +1
This paper is concerned with approximating the dominant left singular vector space of a real matrix of arbitrary dimension, from block Krylov spaces generated by the matrix $AA…
cs.LG2016★ 3 cited
Node-By-Node Greedy Deep Learning for Interpretable Features
Ke Wu, Malik Magdon-Ismail
Multilayer networks have seen a resurgence under the umbrella of deep learning. Current deep learning algorithms train the layers of the network sequentially, improving algorithmic…