Romain Couillet

Available identifiers

zbMath Open couillet.romainMaRDI QIDQ302426

List of research outcomes

Publication	Date of Publication	Type
When random tensors meet random matrices	2024-04-09	Paper
A geometric approach of gradient descent algorithms in linear neural networks	2023-06-19	Paper
Covariance discriminative power of kernel clustering methods	2023-02-03	Paper
A concentration of measure and random matrix approach to large-dimensional robust statistics	2022-12-20	Paper
https://portal.mardi4nfdi.de/entity/Q5053218	2022-12-06	Paper
A Large Dimensional Study of Regularized Discriminant Analysis	2022-09-23	Paper
Random Matrix Methods for Machine Learning	2022-07-05	Paper
A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent*	2022-01-03	Paper
Nishimori meets Bethe: a spectral method for node classification in sparse weighted graphs	2021-10-26	Paper
Spectral properties of sample covariance matrices arising from random matrices with independent non identically distributed columns	2021-09-06	Paper
A Random Matrix Perspective on Random Tensors	2021-08-02	Paper
https://portal.mardi4nfdi.de/entity/Q4999023	2021-07-09	Paper
Random matrix improved covariance estimation for a large class of metrics*	2021-04-01	Paper
Concentration of measure and generalized product of random vectors with an application to Hanson-Wright-like inequalities	2021-02-16	Paper
Sparse Quantized Spectral Clustering	2020-10-03	Paper
A Concentration of Measure and Random Matrix Approach to Large Dimensional Robust Statistics	2020-06-17	Paper
Random matrix-improved estimation of covariance matrix distances	2019-11-22	Paper
A Large Dimensional Analysis of Least Squares Support Vector Machines	2019-03-06	Paper
High-Dimensional MVDR Beamforming: Optimized Solutions Based on Spiked Random Matrix Models	2019-02-12	Paper
Large-Dimensional Behavior of Regularized Maronna's M-Estimators of Covariance Matrices	2019-02-12	Paper
Large-System Estimation Performance in Noisy Compressed Sensing With Random Support of Known Cardinality—A Bayesian Analysis	2019-02-08	Paper
Convergence and Fluctuations of Regularized Tyler Estimators	2019-02-07	Paper
https://portal.mardi4nfdi.de/entity/Q4614127	2019-01-30	Paper
https://portal.mardi4nfdi.de/entity/Q4558564	2018-11-22	Paper
Statistical Inference in Large Antenna Arrays Under Unknown Noise Pattern	2018-08-22	Paper
Interference-Aware RZF Precoding for Multicell Downlink Systems	2018-08-22	Paper
Estimation of Toeplitz Covariance Matrices in Large Dimensional Regime With Application to Source Detection	2018-08-22	Paper
Large Dimensional Analysis of Robust M-Estimators of Covariance With Outliers	2018-08-22	Paper
A Robust Statistics Approach to Minimum Variance Portfolio Optimization	2018-08-22	Paper
A Bayesian Framework for Collaborative Multi-Source Signal Sensing	2018-07-09	Paper
A random matrix approach to neural networks	2018-06-29	Paper
Concentration of Measure and Large Random Matrices with an application to Sample Covariance Matrices	2018-05-21	Paper
Eigen-Inference for Energy Estimation of Multiple Sources	2017-07-27	Paper
Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels Under Limited Feedback	2017-07-12	Paper
A Deterministic Equivalent for the Analysis of Correlated MIMO Multiple Access Channels	2017-07-12	Paper
Performance of Mutual Information Inference Methods Under Unknown Interference	2017-06-08	Paper
Fluctuations of an Improved Population Eigenvalue Estimator in Sample Covariance Matrix Models	2017-06-08	Paper
Fluctuations of Spiked Random Matrix Models and Failure Diagnosis in Sensor Networks	2017-06-08	Paper
Random Beamforming Over Quasi-Static and Fading Channels: A Deterministic Equivalent Approach	2017-06-08	Paper
Robust Estimates of Covariance Matrices in the Large Dimensional Regime	2017-05-16	Paper
The Second-Order Coding Rate of the MIMO Quasi-Static Rayleigh Fading Channel	2017-04-28	Paper
Spectral analysis of the Gram matrix of mixture models	2017-01-12	Paper
The Asymptotic Performance of Linear Echo State Neural Networks	2016-11-22	Paper
Kernel spectral clustering of large dimensional data	2016-07-05	Paper
Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals	2015-12-23	Paper
Robust spiked random matrices and a robust G-MUSIC estimator	2015-09-10	Paper
The random matrix regime of Maronna's M-estimator with elliptically distributed samples	2015-06-18	Paper
Analysis of the limiting spectral measure of large random matrices of the separable covariance type	2014-12-22	Paper
The outliers among the singular values of large rectangular random matrices with additive fixed rank deformation	2014-10-15	Paper
Large dimensional analysis and optimization of robust shrinkage covariance matrix estimators	2014-09-08	Paper
Random Matrix Methods for Wireless Communications	2012-04-12	Paper
Outage performance of flexible OFDM schemes in packet-switched transmissions	2010-04-24	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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