Partitioned Tensor Factorizations for Learning Mixed Membership Models

Zilong Tan, Sayan Mukherjee

Abstract: We present an efficient algorithm for learning mixed membership models when the number of variables p is much larger than the number of hidden components k. This algorithm reduces the computational...