Acceleration with stochastic linear coupling


In this work, we investigate how the linear coupling algorithm can be extended to the stochastic setting. In particular, we show that stochastic linear coupling under a strong growth condition achieves an accelerated rate for the optimization of smooth (non-strongly) convex functions. You can read the report here