Coordinate-wise descent methods for leading eigenvalue problem

Yingzhou Li, Jianfeng Lu, Zhe Wang

Leading eigenvalue problems for large scale matrices arise in many applications. Coordinate-wise descent methods are considered in this work for such problems based on a reformulat…