Cosme Louart - RankMe

13 papers A* 2A 1Misc 3Journal 6Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Random Matrix Perspective of Echo State Networks: From Precise Bias-Variance Characterization to Optimal Regularization. CoRR Yessin Moakher, Malik Tiomoko, Cosme Louart, Zhenyu Liao
2025	J	`jnl`	Generalization in Representation Models via Random Matrix Theory: Application to Recurrent Networks. CoRR Yessin Moakher, Malik Tiomoko, Cosme Louart, Zhenyu Liao
2025	J	`jnl`	High-Dimensional Analysis of Bootstrap Ensemble Classifiers. CoRR Hamza Cherkaoui, Malik Tiomoko, Mohamed El Amine Seddik, Cosme Louart, Ekkehard Schnoor, Balázs Kégl
2024	A*	`conf`	Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting. NeurIPS Romain Ilbert, Malik Tiomoko, Cosme Louart, Ambroise Odonnat, Vasilii Feofanov, Themis Palpanas, Ievgen Redko
2024	J	`jnl`	Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting. CoRR Romain Ilbert, Malik Tiomoko, Cosme Louart, Ambroise Odonnat, Vasilii Feofanov, Themis Palpanas, Ievgen Redko
2021	A	`conf`	The Unexpected Deterministic and Universal Behavior of Large Softmax Classifiers. AISTATS Mohamed El Amine Seddik, Cosme Louart, Romain Couillet, Mohamed Tamaazousti
2020	Misc	`conf`	Large Dimensional Asymptotics of Multi-Task Learning. ICASSP Malik Tiomoko, Cosme Louart, Romain Couillet
2020	A*	`conf`	Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures. ICML Mohamed El Amine Seddik, Cosme Louart, Mohamed Tamaazousti, Romain Couillet
2020	J	`jnl`	Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures. CoRR Mohamed El Amine Seddik, Cosme Louart, Mohamed Tamaazousti, Romain Couillet
2019	—	`conf`	A Concentration of Measure Perspective to Robust Statistics. CAMSAP Cosme Louart, Romain Couillet
2018	Misc	`conf`	A Random Matrix and Concentration Inequalities Framework for Neural Networks Analysis. ICASSP Cosme Louart, Romain Couillet
2017	J	`jnl`	A Random Matrix Approach to Neural Networks. CoRR Cosme Louart, Zhenyu Liao, Romain Couillet
2017	Misc	`conf`	Harnessing neural networks: A random matrix approach. ICASSP Cosme Louart, Romain Couillet