260 citations · 367 across the 10 of their papers we have counts for
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math.OC2015★ 11 cited
Hybrid Methods in Solving Alternating-Current Optimal Power Flows
Alan C. Liddell, Jie Liu, Jakub Marecek +1
Many steady-state problems in power systems, including rectangular power-voltage formulations of optimal power flows in the alternating-current model (ACOPF), can be cast as polyno…
cs.LG2015★ 260 cited
Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting
Jakub Konečný, Jie Liu, Peter Richtárik +1
We propose mS2GD: a method incorporating a mini-batching scheme for improving the theoretical complexity and practical performance of semi-stochastic gradient descent (S2GD). We co…