Tensor Balancing on Statistical Manifold

Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda

Abstract: We solve tensor balancing, rescaling an Nth order nonnegative tensor by multiplying N tensors of order N - 1 so that every fiber sums to one. This generalizes a fundamental process of matrix balanc...