24 citations · 25 across the 3 of their papers we have counts for
3 papers
cs.IT2022
On convergence and optimality of maximum-likelihood APA
Shirin Jalali, Carl Nuzman, Yue Sun
Affine projection algorithm (APA) is a well-known algorithm in adaptive filtering applications such as audio echo cancellation. APA relies on three parameters: (projection orde…
cs.LG2019★ 1 cited
Efficient Deep Learning of GMMs
Shirin Jalali, Carl Nuzman, Iraj Saniee
We show that a collection of Gaussian mixture models (GMMs) in can be optimally classified using neurons in a neural network with two hidden layers (deep neural netw…
math.PR2004★ 24 cited
Large deviation asymptotics for occupancy problems
Paul Dupuis, Carl Nuzman, Phil Whiting
In the standard formulation of the occupancy problem one considers the distribution of r balls in n cells, with each ball assigned independently to a given cell with probability 1/…