Cécile Hautecoeur

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Data Representation

Image Completion

Spectral Clustering

Top Venues

IEEE Trans. Signal Process.

Publications

Cécile Hautecoeur, Lieven De Lathauwer, Nicolas Gillis, François Glineur
Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions. IEEE Trans. Signal Process. 71 (2023)
Cécile Hautecoeur, Lieven De Lathauwer, Nicolas Gillis, François Glineur
Least-squares methods for nonnegative matrix factorization over rational functions. CoRR (2022)
Cécile Hautecoeur, François Glineur, Lieven De Lathauwer
Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions. EUSIPCO (2021)
Cécile Hautecoeur, François Glineur
Image completion via nonnegative matrix factorization using B-splines. ESANN (2020)
Cécile Hautecoeur, François Glineur
Nonnegative Matrix Factorization over Continuous Signals using Parametrizable Functions. Neurocomputing 416 (2020)
Cécile Hautecoeur, François Glineur
Accelerating Nonnegative Matrix Factorization Over Polynomial Signals With Faster Projections. MLSP (2019)
Cécile Hautecoeur, François Glineur
Nonnegative matrix factorization with polynomial signals via hierarchical alternating least squares. ESANN (2019)