Gerbelot, Cédric
- Graph-based Approximate Message Passing Iterations
2021/09/24 by Cédric Gerbelot, Raphaël Berthier, Gerbelot, Cédric +1 · 5 citations
Computer Science · Engineering · #Error Correcting Code Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Probability (math.PR) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
- Asymptotic errors for convex penalized linear regression beyond Gaussian matrices
2020/02/11 by Gerbelot, Cédric, Abbara, Alia, Krzakala, Florent · 1 citation
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Statistical Mechanics (cond-mat.stat-mech)
- Stochastic gradient descent in high dimensions for multi-spiked tensor PCA
2024/10/23 by Arous, Gérard Ben, Gerbelot, Cédric, Piccolo, Vanessa · 2 citations
#60G42 #62F30 #68Q87 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Statistics Theory (math.ST)