Compressed Gradient Methods with Hessian-Aided Error Compensation

Sarit Khirirat, Sindri Magnússon, Mikael Johansson

The emergence of big data has caused a dramatic shift in the operating regime for optimization algorithms. The performance bottleneck, which used to be computations, is now often c…