no code implementations • 7 Feb 2022 • Pedro Soto, Haibin Guan, Jun Li
Matrix multiplication is a fundamental operation in machine learning and is commonly distributed into multiple parallel tasks for large datasets.
no code implementations • 31 Jan 2022 • Pedro Soto, Ilia Ilmer, Haibin Guan, Jun Li
Coded distributed computation has become common practice for performing gradient descent on large datasets to mitigate stragglers and other faults.