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cs.LG2015
A Group Theoretic Perspective on Unsupervised Deep Learning
Arnab Paul, Suresh Venkatasubramanian
Why does Deep Learning work? What representations does it capture? How do higher-order representations emerge? We study these questions from the perspective of group theory, thereb…
cs.LG2014★ 13 cited
Why does Deep Learning work? - A perspective from Group Theory
Arnab Paul, Suresh Venkatasubramanian
Why does Deep Learning work? What representations does it capture? How do higher-order representations emerge? We study these questions from the perspective of group theory, thereb…