Introduction to matrix and tensor factorization models and related stochastic nonconvex and constrained optimization algorithms
B378 Seminar room, IBS 55 Expo-ro Yuseong-gu, DaejeonAbstract. Matrix/tensor factorization models such as principal component analysis , nonnegative matrix factorization, and CANDECOM/PARAFAC tensor decomposition provide powerful framework for dimension reduction and interpretable feature extraction, which are important …