Andersen Man Shun Ang

Nicoletta Del Buono

Rafal Zdunek

J. Comput. Appl. Math., 2026

2025

Riemannian Multiplicative Update for Sparse Simplex constraint using oblique rotation manifold.

[BibT_eX]

[DOI]

CoRR, March, 2025

Sparse Hyperparametric Itakura-Saito NMF via Bi-Level Optimization.

[BibT_eX]

[DOI]

Laura Selicato

Nicoletta Del Buono

Rafal Zdunek

CoRR, February, 2025

2024

MGProx: A Nonsmooth Multigrid Proximal Gradient Method with Adaptive Restriction for Strongly Convex Optimization.

[BibT_eX]

[DOI]

Hans De Sterck

Stephen A. Vavasis

SIAM J. Optim., 2024

Sum-of-norms regularized Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Waqas Bin Hamed

Hans De Sterck

CoRR, 2024

Chordal-NMF with Riemannian Multiplicative Update.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Inexact higher-order proximal algorithms for tensor factorization.

[BibT_eX]

[DOI]

Anh Huy Phan

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

2021

Accelerating block coordinate descent for nonnegative tensor factorization.

[BibT_eX]

[DOI]

Jeremy E. Cohen

Le Thi Khanh Hien

Numer. Linear Algebra Appl., 2021

Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Nonnegative Unimodal Matrix Factorization.

[BibT_eX]

[DOI]

Arnaud Vandaele

Hans De Sterck

Proceedings of the IEEE International Conference on Acoustics, 2021

Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF.

[BibT_eX]

[DOI]

Olivier Vu Thanh

Le Thi Khanh Hien

Proceedings of the 29th European Signal Processing Conference, 2021

Fast algorithm for complex-NMF with application to source separation.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Blind Audio Source Separation With Minimum-Volume Beta-Divergence NMF.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition.

[BibT_eX]

[DOI]

Jeremy E. Cohen

Le Thi Khanh Hien

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Algorithms and Comparisons of Nonnegative Matrix Factorizations With Volume Regularization for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Accelerating Nonnegative Matrix Factorization Algorithms Using Extrapolation.

[BibT_eX]

[DOI]

Neural Comput., 2019

Algorithms and Comparisons of Non-negative Matrix Factorization with Volume Regularization for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

CoRR, 2019

Minimum-volume Rank-deficient Nonnegative Matrix Factorizations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Volume regularized non-negative matrix factorizations.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

2016

Leveraging videos and forums for small-class learning experience in a MOOC environment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Teaching, 2016

A non-negative tensor factorization approach to feature extraction for image analysis.

[BibT_eX]

[DOI]

Yeung Sam Hung

Zhiguo Zhang

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

2015

Efficient Implementation and Design of a New Single-Channel Electrooculography-Based Human-Machine Interface System.

[BibT_eX]

[DOI]

Jiafei Wu

IEEE Trans. Circuits Syst. II Express Briefs, 2015

A user-friendly wearable single-channel EOG-based human-computer interface for cursor control.

[BibT_eX]

[DOI]