Analog crossbar arrays comprising programmable nonvolatile resistors are...
In many real-world problems, complex dependencies are present both among...
As deep neural networks require tremendous amount of computation and mem...
A resistive memory device-based computing architecture is one of the
pro...
This paper addresses the problem of scalable optimization for L1-regular...
We study the problem of learning high dimensional regression models
regu...
We consider the problem of estimating a sparse multi-response regression...
Many complex disease syndromes such as asthma consist of a large number ...