no code implementations • ICLR 2021 • Sina Al-E-Mohammad, Zichao Wang, Randall Balestriero, Richard Baraniuk
The study of deep neural networks (DNNs) in the infinite-width limit, via the so-called neural tangent kernel (NTK) approach, has provided new insights into the dynamics of learning, generalization, and the impact of initialization.
no code implementations • 7 Oct 2018 • Ashkan Esmaeili, Kayhan Behdin, Sina Al-E-Mohammad, Farokh Marvasti
In this paper, we propose a novel approach in order to recover a quantized matrix with missing information.