Graph Laplacian Regularization for Large-Scale Semidefinite Programming

Weinberger, Kilian Q., Sha, Fei, Zhu, Qihui, Saul, Lawrence K.

Neural Information Processing Systems 

In many areas of science and engineering, the problem arises how to discover low dimensional representations of high dimensional data.

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