Romain Couillet
- Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels Under Limited Feedback
2012/03/23 by Sebastian Wagner, Romain Couillet, Mérouane Debbah +1 · 8 citations
Engineering · #Advanced MIMO Systems Optimization #Wireless Communication Security Techniques #Advanced Wireless Network Optimization
- Signal Processing in Large Systems: a New Paradigm
2011/04/30 by Romain Couillet, Couillet, Romain, Mérouane Debbah +1 · 2 citations
Mathematics · #Advanced Combinatorial Mathematics #FOS: Computer and information sciences #Information Theory (cs.IT) #Random Matrices and Applications #Stochastic processes and statistical mechanics
- Optimal Design of the Adaptive Normalized Matched Filter Detector
2015/01/24 by Abla Kammoun, Romain Couillet, Kammoun, Abla +5 · 2 citations
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Direction-of-Arrival Estimation Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Radar Systems and Signal Processing
- Concentration of Measure and Large Random Matrices with an application to Sample Covariance Matrices
2018/05/21 by Cosme Louart, Romain Couillet, Louart, Cosme +1 · 3 citations
Mathematics · #60B12 #60B20 #Advanced Combinatorial Mathematics #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Random Matrices and Applications
- The outliers among the singular values of large rectangular random matrices with additive fixed rank deformation
2012/07/02 by François Chapon, Romain Couillet, Chapon, Francois +5 · 2 citations
Mathematics · #Random Matrices and Applications #Advanced Combinatorial Mathematics #Advanced Algebra and Geometry
- Fluctuations of an improved population eigenvalue estimator in sample covariance matrix models
2011/08/26 by Jianfeng Yao, Romain Couillet, Yao, Jianfeng +5 · 1 citation
Mathematics · Computer Science · #Random Matrices and Applications #Stochastic processes and statistical mechanics #Bayesian Methods and Mixture Models
- The Random Matrix Regime of Maronna's M-estimator with elliptically distributed samples
2013/11/27 by Romain Couillet, Frédéric Pascal, Couillet, Romain +3 · 1 citation
Mathematics · Computer Science · #Random Matrices and Applications #Bayesian Methods and Mixture Models #Advanced Algebra and Geometry
- The Asymptotic Performance of Linear Echo State Neural Networks
2016/03/25 by Romain Couillet, Gilles Wainrib, Couillet, Romain +5 · 1 citation
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Advanced Memory and Neural Computing #Optical Network Technologies
- A Concentration of Measure and Random Matrix Approach to Large\n Dimensional Robust Statistics
2020/06/17 by Cosme Louart, Romain Couillet, Louart, Cosme +1 · 1 citation
Mathematics · #60B20 #62F35 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Point processes and geometric inequalities #Probability (math.PR) #Random Matrices and Applications #Statistical Methods and Inference
- PCA-based Multi Task Learning: a Random Matrix Approach
2021/11/01 by Malik Tiomoko, Romain Couillet, Tiomoko, Malik +3 · 1 citation
Computer Science · #Face and Expression Recognition #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM