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Gerbelot, Cédric

  1. 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
  2. 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)
  3. 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)