5 citations · 10 across the 21 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019
NGO-GM: Natural Gradient Optimization for Graphical Models
Eric Benhamou, Jamal Atif, Rida Laraki +1
This paper deals with estimating model parameters in graphical models. We reformulate it as an information geometric optimization problem and introduce a natural gradient descent s…
math.PR2019
Operator norm upper bound for sub-Gaussian tailed random matrices
Eric Benhamou, Jamal Atif, Rida Laraki
This paper investigates an upper bound of the operator norm for sub-Gaussian tailed random matrices. A lot of attention has been put on uniformly bounded sub-Gaussian tailed random…