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Comparing Information-Theoretic Measures of Complexity in Boltzmann Machines


Jul 30, 2017
Maxinder S. Kanwal, Joshua A. Grochow, Nihat Ay

* Entropy (2017), 19(7), 310 
* 16 pages, 7 figures; Appears in Entropy, Special Issue "Information Geometry II" 

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A Closer Look at Memorization in Deep Networks


Jul 01, 2017
Devansh Arpit, Stanisław Jastrzębski, Nicolas Ballas, David Krueger, Emmanuel Bengio, Maxinder S. Kanwal, Tegan Maharaj, Asja Fischer, Aaron Courville, Yoshua Bengio, Simon Lacoste-Julien

* Appears in Proceedings of the 34th International Conference on Machine Learning (ICML 2017), Devansh Arpit, Stanis{\l}aw Jastrz\k{e}bski, Nicolas Ballas, and David Krueger contributed equally to this work 

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