Brock Davies put together a beautiful new home item for Scheana Shay on Valentine's Day. Watch the video here.

However, their theoretical analysis necessitates access to unbiased estimates of the true gradients. To address this issue, we perform a comprehensive convergence rate analysis of stochastic gradient ...