A New Matrix Mathematics for Deep Learning : Random Matrix Theory of Deep Learning
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Preamble Figure: Definition of Randomness (Compagner 1991, Delft University)Development of deep learning systems (DLs) increased our hopes to develop more autonomous systems. Based on the hierarchal learning of representations, deep learning defies the basic learning theory that beg the...