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stat.CO2018★ 12 cited
SQUAREM: An R Package for Off-the-Shelf Acceleration of EM, MM and Other EM-like Monotone Algorithms
Yu Du, Ravi Varadhan
We discuss R package SQUAREM for accelerating iterative algorithms which exhibit slow, monotone convergence. These include the well-known expectation-maximization algorithm, majori…
stat.CO2018★ 1 cited
Damped Anderson acceleration with restarts and monotonicity control for accelerating EM and EM-like algorithms
Nicholas C. Henderson, Ravi Varadhan
The expectation-maximization (EM) algorithm is a well-known iterative method for computing maximum likelihood estimates from incomplete data. Despite its numerous advantages, a mai…