Andersen Man Shun Ang

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 18

Top Topics

Matrix Factorization

Source Separation

Sparse Regression

Top Venues

Publications

Valentin Leplat, Anh Huy Phan, Andersen Man Shun Ang
Inexact higher-order proximal algorithms for tensor factorization. SSP (2023)
Andersen Man Shun Ang, Jianzhu Ma, Nianjun Liu, Kun Huang, Yijie Wang
Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics. NeurIPS (2021)
Olivier Vu Thanh, Andersen Man Shun Ang, Nicolas Gillis, Le Thi Khanh Hien
Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF. EUSIPCO (2021)
Andersen Man Shun Ang, Nicolas Gillis, Arnaud Vandaele, Hans De Sterck
Nonnegative Unimodal Matrix Factorization. ICASSP (2021)
Andersen Man Shun Ang, Jeremy E. Cohen, Nicolas Gillis, Le Thi Khanh Hien
Accelerating block coordinate descent for nonnegative tensor factorization. Numer. Linear Algebra Appl. 28 (5) (2021)
Valentin Leplat, Nicolas Gillis, Andersen Man Shun Ang
Blind Audio Source Separation With Minimum-Volume Beta-Divergence NMF. IEEE Trans. Signal Process. 68 (2020)
Andersen Man Shun Ang, Jeremy E. Cohen, Nicolas Gillis, Le Thi Khanh Hien
Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization. CoRR (2020)
Andersen Man Shun Ang, Jeremy E. Cohen, Le Thi Khanh Hien, Nicolas Gillis
Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition. ICASSP (2020)
Andersen Man Shun Ang, Nicolas Gillis
Accelerating Nonnegative Matrix Factorization Algorithms Using Extrapolation. Neural Comput. 31 (2) (2019)
Andersen Man Shun Ang, Nicolas Gillis
Algorithms and Comparisons of Non-negative Matrix Factorization with Volume Regularization for Hyperspectral Unmixing. CoRR (2019)
Valentin Leplat, Andersen Man Shun Ang, Nicolas Gillis
Minimum-volume Rank-deficient Nonnegative Matrix Factorizations. ICASSP (2019)
Valentin Leplat, Nicolas Gillis, Andersen Man Shun Ang
Blind Audio Source Separation with Minimum-Volume Beta-Divergence NMF. CoRR (2019)
Andersen Man Shun Ang, Nicolas Gillis
Algorithms and Comparisons of Nonnegative Matrix Factorizations With Volume Regularization for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Andersen Man Shun Ang, Nicolas Gillis
Volume regularized non-negative matrix factorizations. WHISPERS (2018)
Andersen Man Shun Ang, Nicolas Gillis
Accelerating Nonnegative Matrix Factorization Algorithms using Extrapolation. CoRR (2018)
Chi-Un Lei, Yip-Chun Au Yeung, Tyrone T. O. Kwok, Ray Lau, Andersen Man Shun Ang
Leveraging videos and forums for small-class learning experience in a MOOC environment. TALE (2016)
Andersen Man Shun Ang, Yeung Sam Hung, Zhiguo Zhang
A non-negative tensor factorization approach to feature extraction for image analysis. DSP (2016)
Andersen Man Shun Ang, Zhiguo Zhang, Yeung Sam Hung, Joseph N. F. Mak
A user-friendly wearable single-channel EOG-based human-computer interface for cursor control. NER (2015)