Nicolas Gillis

Nicolas Gillis

Université de Mons - Mons / Belgium
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1387924
University of Mons
person_outline Nicolas Gillis's MOST POPULAR ARTICLES
1-) A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote SensingW Ma, J Bioucas-Dias, T Chan, N Gillis, P Gader, A Plaza, A Ambikapathi, ...IEEE Signal Processing Magazine 31 (1), 67-81, 20144332014
2-) The why and how of nonnegative matrix factorizationN Gillis"Regularization, Optimization, Kernels, and Support Vector Machines", J.A.K …, 20144212014
3-) Fast and robust recursive algorithms for separable nonnegative matrix factorizationN Gillis, SA VavasisIEEE Trans. on Pattern Analysis and Machine Intelligence 36 (4), 698-714, 20143072014
4-) Nonnegative Matrix FactorizationN GillisSociety for Industrial and Applied Mathematics, 20202952020
5-) Accelerated multiplicative updates and hierarchical ALS algorithms for nonnegative matrix factorizationN Gillis, F GlineurNeural Computation 24 (4), 1085-1105, 20122842012