31 citations · 147 across the 32 of their papers we have counts for
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cs.LG2018
Sparse One-Time Grab Sampling of Inliers
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
Estimating structures in "big data" and clustering them are among the most fundamental problems in computer vision, pattern recognition, data mining, and many other other research…
cs.LG2018
Rediscovering Deep Neural Networks Through Finite-State Distributions
Amir Emad Marvasti, Ehsan Emad Marvasti, George Atia +1
We propose a new way of thinking about deep neural networks, in which the linear and non-linear components of the network are naturally derived and justified in terms of principles…