SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques

Elad Richardson, Rom Herskovitz, Boris Ginsburg +1

We present SEBOOST, a technique for boosting the performance of existing stochastic optimization methods. SEBOOST applies a secondary optimization process in the subspace spanned b…