Nonnegative matrix factorization with polynomial signals via hierarchical alternating least squares. - Cécile Hautecoeur; François Glineur (ESANN, 2019)

Accelerating Nonnegative Matrix Factorization Over Polynomial Signals With Faster Projections. - Cécile Hautecoeur; François Glineur (MLSP, 2019)

Image completion via nonnegative matrix factorization using B-splines. - Cécile Hautecoeur; François Glineur (ESANN, 2020)

Nonnegative Matrix Factorization over Continuous Signals using Parametrizable Functions. - Cécile Hautecoeur; François Glineur (Neurocomputing, 2020)

Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions. - Cécile Hautecoeur; François Glineur; Lieven De Lathauwer (EUSIPCO, 2021)

Nonnegative Matrix Factorization using parametrizable functions. - Cécile Hautecoeur (2022)

Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions. - Cécile Hautecoeur; Lieven De Lathauwer; Nicolas Gillis; François Glineur (IEEE Trans. Signal Process., 2023)