Murat A. Erdogdu

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20152026

most citedSEISMIC: A Self-Exciting Point Process Model for Predicting Tweet Popularity

483 citations · 760 across the 48 of their papers we have counts for

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Showing 2015 · stat.MLShow all

2 papers · 2 filters

stat.ML2015★ 3 cited

Newton-Stein Method: An optimization method for GLMs via Stein's Lemma

Murat A. Erdogdu

We consider the problem of efficiently computing the maximum likelihood estimator in Generalized Linear Models (GLMs) when the number of observations is much larger than the number…

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 $n$ functions over a convex parameter set $C \subset R^{p}$ where $n ≫ p ≫ 1$ . In this regime, algorithms which ut…