We introduce three point compressors (3PC), a novel framework unifying and improving communication-efficient distributed optimization methods. Presented as a Poster at ICML 2022.
Feb 2, 2022
Six practical algorithmic extensions of the EF21 error feedback method for communication-efficient distributed learning, with strong convergence guarantees.
Oct 7, 2021
We propose EF21, a novel approach to error feedback offering a better theoretical rate and strong empirical results. Presented as an Oral + Poster at NeurIPS 2021.
Jun 9, 2021