Semantics-Preserving Parallelization of Stochastic Gradient Descent

By Saeed Maleki, M. Musuvathi, Todd Mytkowicz. 2018

6 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computer Vision and Pattern Recognition, Optimization & Training

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. G. Diamos
2. Newsha Ardalani
3. Joel Hestness

In Computer Vision and Pattern Recognition

1. G. Diamos
2. Newsha Ardalani
3. Joel Hestness

In Optimization & Training

1. G. Diamos
2. Newsha Ardalani
3. Joel Hestness

Citations in the corpus

• Beyond human-level accuracy: computational challenges in deep learning (2019, background): “Prior work also explores other forms of data parallelism [20, 23, 28], and there are opportunities to reduce data communication overheads of parallelism [5, 21, 37].”