Blind audio source separation with minimum-volume beta-divergence NMF V Leplat, N Gillis, AMS Ang IEEE Transactions on Signal Processing 68, 3400-3410, 2020 | 83 | 2020 |
Algorithms and comparisons of nonnegative matrix factorizations with volume regularization for hyperspectral unmixing AMS Ang, N Gillis IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 55 | 2019 |
Accelerating nonnegative matrix factorization algorithms using extrapolation AMS Ang, N Gillis Neural computation 31 (2), 417-439, 2019 | 54 | 2019 |
Minimum-volume rank-deficient nonnegative matrix factorizations V Leplat, AMS Ang, N Gillis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 51 | 2019 |
Efficient implementation and design of a new single-channel electrooculography-based human–machine interface system JF Wu, AMS Ang, KM Tsui, HC Wu, YS Hung, Y Hu, JNF Mak, SC Chan, ... IEEE Transactions on Circuits and Systems II: Express Briefs 62 (2), 179-183, 2014 | 45 | 2014 |
A user-friendly wearable single-channel EOG-based human-computer interface for cursor control AMS Ang, ZG Zhang, YS Hung, JNF Mak 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 565-568, 2015 | 35 | 2015 |
Accelerating block coordinate descent for nonnegative tensor factorization A Man Shun Ang, JE Cohen, N Gillis, L Thi Khanh Hien Numerical Linear Algebra with Applications 28 (5), e2373, 2021 | 14 | 2021 |
PID control A Ang | 14 | 2004 |
Fast projection onto the capped simplex with applications to sparse regression in bioinformatics MS Ang, J Ma, N Liu, K Huang, Y Wang Advances in Neural Information Processing Systems 34, 9990-9999, 2021 | 9 | 2021 |
Volume regularized non-negative matrix factorizations MSA Ang, N Gillis 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2018 | 9 | 2018 |
Extrapolated alternating algorithms for approximate canonical polyadic decomposition AMS Ang, JE Cohen, N Gillis ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 8 | 2020 |
Inertial majorization-minimization algorithm for minimum-volume NMF OV Thanh, A Ang, N Gillis 2021 29th European Signal Processing Conference (EUSIPCO), 1065-1069, 2021 | 7 | 2021 |
Leveraging videos and forums for small-class learning experience in a MOOC environment CU Lei, YCA Yeung, TTO Kwok, R Lau, A Ang 2016 IEEE International Conference on Teaching, Assessment, and Learning for …, 2016 | 7 | 2016 |
Projected gradient algorithm A Ang Mathematique et recherche operationnelle UMONS, 2019 | 6 | 2019 |
Accelerating approximate nonnegative canonical polyadic decomposition using extrapolation A Ang, JE Cohen, N Gillis GRETSI 2019-XXVIIème Colloque francophone de traitement du signal et des …, 2019 | 4 | 2019 |
MGProx: A nonsmooth multigrid proximal gradient method with adaptive restriction for strongly convex optimization A Ang, H De Sterck, S Vavasis https://arxiv.org/abs/2302.04077, 2023 | 3 | 2023 |
Nonnegative matrix and tensor factorizations: Models, algorithms and applications MS Ang Ph. D. thesis, 2020 | 3 | 2020 |
Convergence of gradient flow A Ang Course notes at UMONS, 2020 | 2 | 2020 |
Heavy ball method on convex quadratic problem A Ang Lecture note, 2018 | 2 | 2018 |
Estimation of the noise variance in OLS A Ang https://angms.science/doc/Regression/Regression_4_OLSEstimateNoiseVariance.pdf, 0 | 2 | |