23 citations · 40 across the 8 of their papers we have counts for
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math.OC2021
L-DQN: An Asynchronous Limited-Memory Distributed Quasi-Newton Method
Bugra Can, Saeed Soori, Maryam Mehri Dehnavi +1
This work proposes a distributed algorithm for solving empirical risk minimization problems, called L-DQN, under the master/worker communication model. L-DQN is a distributed limit…
cs.LG2021
TENGraD: Time-Efficient Natural Gradient Descent with Exact Fisher-Block Inversion
Saeed Soori, Bugra Can, Baourun Mu +2
This work proposes a time-efficient Natural Gradient Descent method, called TENGraD, with linear convergence guarantees. Computing the inverse of the neural network's Fisher inform…