Carel, Léna; Alquier, Pierre Simultaneous dimension reduction and clustering via the NMF-EM algorithm. (English) Zbl 07363872 Adv. Data Anal. Classif., ADAC 15, No. 1, 231-260 (2021). MSC: 62H30 62H12 62P25 91C20 PDFBibTeX XMLCite \textit{L. Carel} and \textit{P. Alquier}, Adv. Data Anal. Classif., ADAC 15, No. 1, 231--260 (2021; Zbl 07363872) Full Text: DOI arXiv
Alquier, Pierre; Bertin, Karine; Doukhan, Paul; Garnier, Rémy High-dimensional VAR with low-rank transition. (English) Zbl 1448.62130 Stat. Comput. 30, No. 4, 1139-1153 (2020). MSC: 62M10 62M20 62P20 PDFBibTeX XMLCite \textit{P. Alquier} et al., Stat. Comput. 30, No. 4, 1139--1153 (2020; Zbl 1448.62130) Full Text: DOI arXiv
Alquier, Pierre; Doukhan, Paul; Fan, Xiequan Exponential inequalities for nonstationary Markov chains. (English) Zbl 1434.60171 Depend. Model. 7, 150-168 (2019). MSC: 60J05 60E15 62M05 62M10 62M20 68Q32 PDFBibTeX XMLCite \textit{P. Alquier} et al., Depend. Model. 7, 150--168 (2019; Zbl 1434.60171) Full Text: DOI arXiv