Tensor Decomposition Meets RKHS: Efficient Algorithms for Smooth and Misaligned Data

Brett W. Larsen, Tamara G. Kolda, Anru R. Zhang +1

The canonical polyadic (CP) tensor decomposition decomposes a multidimensional data array into a sum of outer products of finite-dimensional vectors. Instead, we can replace some o…