This paper introduces PROMISE (Preconditioned Stochastic
Optimization Me...
This paper introduces two randomized preconditioning techniques for robu...
We introduce SketchySGD, a stochastic quasi-Newton method that uses sket...
This paper introduces the Nyström PCG algorithm for solving a symmetric
...
Models like LASSO and ridge regression are extensively used in practice ...