Revisit CP Tensor Decomposition: Statistical Optimality and Fast Convergence

Runshi Tang, Julien Chhor, Olga Klopp +1

Canonical Polyadic (CP) tensor decomposition is a fundamental technique for analyzing high-dimensional tensor data. While the Alternating Least Squares (ALS) algorithm is widely us…