Rodolphe Sepulchre

1. Generalized power method for sparse principal component analysis
   2008/11/28 by Michel Journée, Journée, Michel, Yurii Nesterov +5 · 17 citations
   Computer Science · Engineering · Mathematics · #FOS: Mathematics #Image and Signal Denoising Methods #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical and numerical algorithms
2. Kernel-based models for system analysis
   2021/10/22 by Henk J. van Waarde, van Waarde, Henk J., Rodolphe Sepulchre +1 · 4 citations
   Engineering · Physics and Astronomy · #Control Systems and Identification #Dynamical Systems (math.DS) #FOS: Mathematics #Fault Detection and Control Systems #Model Reduction and Neural Networks #Optimization and Control (math.OC)
3. Excitable behaviors
   2017/04/14 by Rodolphe Sepulchre, Guillaume Drion, Sepulchre, Rodolphe +3 · 4 citations
   Neuroscience · Engineering · Physics and Astronomy · #Neural dynamics and brain function #Advanced Memory and Neural Computing #stochastic dynamics and bifurcation
4. Fixed-rank matrix factorizations and Riemannian low-rank optimization
   2012/09/03 by Bamdev Mishra, Mishra, B., Gilles Meyer +5 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
5. R3MC: A Riemannian three-factor algorithm for low-rank matrix completion
   2013/06/11 by Bamdev Mishra, Rodolphe Sepulchre, Mishra, B. +1 · 1 citation
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
6. On the incremental form of dissipativity
   2022/08/09 by Rodolphe Sepulchre, Thomas Chaffey, Sepulchre, Rodolphe +3 · 1 citation
   Computer Science · #93D25 #FOS: Electrical engineering #FOS: Mathematics #Neural Networks and Applications #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
7. A Winner-Takes-All Mechanism for Event Generation
   2025/04/15 by Yongkang Huo, Huo, Yongkang, Forni, Fuvio +2 · 3 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Systems and Control (eess.SY) #electronic engineering #information engineering