research
∙
07/15/2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework
Structured pruning is a commonly used technique in deploying deep neural...
share
research
∙
11/10/2020
Neural Network Compression Via Sparse Optimization
The compression of deep neural networks (DNNs) to reduce inference cost ...
research
∙
04/07/2020
Orthant Based Proximal Stochastic Gradient Method for â„“_1-Regularized Optimization
Sparsity-inducing regularization problems are ubiquitous in machine lear...
research
∙
05/12/2016
