2.5k citations · 10k across the 171 of their papers we have counts for
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stat.ML2015★ 85 cited
Convergence rates of sub-sampled Newton methods
Murat A. Erdogdu, Andrea Montanari
We consider the problem of minimizing a sum of functions over a convex parameter set where . In this regime, algorithms which ut…
stat.ML2015★ 67 cited
Finding One Community in a Sparse Graph
Andrea Montanari
We consider a random sparse graph with bounded average degree, in which a subset of vertices has higher connectivity than the background. In particular, the average degree inside t…