Robust Frequent Directions with Application in Online Learning

15 May 2017Luo LuoCheng ChenZhihua ZhangWu-Jun LiTong Zhang

The frequent directions (FD) technique is a deterministic approach for online sketching that has many applications in machine learning. The conventional FD is a heuristic procedure that often outputs rank deficient matrices... (read more)

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