2 papers
math.OC2020
The Landscape of Matrix Factorization Revisited
Hossein Valavi, Sulin Liu, Peter J. Ramadge
We revisit the landscape of the simple matrix factorization problem. For low-rank matrix factorization, prior work has shown that there exist infinitely many critical points all of…
cs.AR2018
A Microprocessor implemented in 65nm CMOS with Configurable and Bit-scalable Accelerator for Programmable In-memory Computing
Hongyang Jia, Yinqi Tang, Hossein Valavi +2
This paper presents a programmable in-memory-computing processor, demonstrated in a 65nm CMOS technology. For data-centric workloads, such as deep neural networks, data movement of…