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cs.LG2019★ 1 cited
Analysis Dictionary Learning: An Efficient and Discriminative Solution
Wen Tang, Ashkan Panahi, Hamid Krim +1
Discriminative Dictionary Learning (DL) methods have been widely advocated for image classification problems. To further sharpen their discriminative capabilities, most state-of-th…
cs.LG2018
Demystifying Deep Learning: A Geometric Approach to Iterative Projections
Ashkan Panahi, Hamid Krim, Liyi Dai
Parametric approaches to Learning, such as deep learning (DL), are highly popular in nonlinear regression, in spite of their extremely difficult training with their increasing comp…