research
∙
07/13/2022
Secure Linear MDS Coded Matrix Inversion
A cumbersome operation in many scientific fields, is inverting large ful...
share
research
∙
11/19/2020
Approximate Weighted CR Coded Matrix Multiplication
One of the most common, but at the same time expensive operations in lin...
research
∙
06/10/2020
All Local Minima are Global for Two-Layer ReLU Neural Networks: The Hidden Convex Optimization Landscape
We are interested in two-layer ReLU neural networks from an optimization...
research
∙
02/24/2020
Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-Layer Networks
We develop exact representations of two layer neural networks with recti...
research
∙
01/21/2019
