most citedA Riemannian gossip approach to subspace learning on Grassmann manifold

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2 papers

cs.LG2017★ 1 cited

A Riemannian gossip approach to subspace learning on Grassmann manifold

Bamdev Mishra, Hiroyuki Kasai, Pratik Jawanpuria +1

In this paper, we focus on subspace learning problems on the Grassmann manifold. Interesting applications in this setting include low-rank matrix completion and low-dimensional mul…

math.NA2016

A Riemannian gossip approach to decentralized matrix completion

Bamdev Mishra, Hiroyuki Kasai, Atul Saroop

In this paper, we propose novel gossip algorithms for the low-rank decentralized matrix completion problem. The proposed approach is on the Riemannian Grassmann manifold that allow…