Cullen Haselby

Tensor completion for low CP-rank tensors via nonuniform random sampling

Abstract We propose a non-uniform sampling and reconstruction framework for tensor completion capable of producing methods with provable sampling advantages beyond prior work. In particular, two new methods for low CP-rank tensor completion - one using adaptive sampling and one u...