Hachem, W.
- The empirical distribution of the eigenvalues of a Gram matrix with a given variance profile
2004/11/15 by Walid Hachem, Hachem, W., Philippe Loubaton +3 · 3 citations
Engineering · Mathematics · #15A18 #15A52 #60F15 #FOS: Mathematics #Probability (math.PR) #Random Matrices and Applications #Spectral Theory in Mathematical Physics #Statistics Theory (math.ST) #graph theory and CDMA systems
- Stochastic optimization with momentum: convergence, fluctuations, and\n traps avoidance
2020/12/07 by Anas Barakat, Pascal Bianchi, Barakat, A. +5 · 2 citations
Computer Science · Engineering · Mathematics · #34A12 #60F99 #62L20 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Probability (math.PR) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques