no code implementations • 29 Jun 2017 • Maxinder S. Kanwal, Joshua A. Grochow, Nihat Ay
In the past three decades, many theoretical measures of complexity have been proposed to help understand complex systems.
2 code implementations • ICML 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
We examine the role of memorization in deep learning, drawing connections to capacity, generalization, and adversarial robustness.