Fixing Mini-batch Sequences with Hierarchical Robust Partitioning.

Shengjie Wang, Wenruo Bai, Chandrashekhar Lavania, Jeff A. Bilmes

Abstract: We propose a general and efficient hierarchical robust partitioning framework to generate a deterministic sequence of mini-batches, one that offers assurances of being high quality, unlike a random...