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cs.IT2016★ 5 cited
On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression
Kobi Cohen, Angelia Nedic, R. Srikant
The problem of least squares regression of a -dimensional unknown parameter is considered. A stochastic gradient descent based algorithm with weighted iterate-averaging that use…
cs.IT2011
Hybrid Noncoherent Network Coding
Vitaly Skachek, Olgica Milenkovic, Angelia Nedic
We describe a novel extension of subspace codes for noncoherent networks, suitable for use when the network is viewed as a communication system that introduces both dimension and s…