activity
20162024
most citedModel Predictive Control For Multiple Castaway Tracking with an Autonomous Aerial Agent

8 citations · 15 across the 7 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

math.ST2019★ 5 cited

Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT

Andreas Anastasiou, Krishnakumar Balasubramanian, Murat A. Erdogdu

We provide non-asymptotic convergence rates of the Polyak-Ruppert averaged stochastic gradient descent (SGD) to a normal random vector for a class of twice-differentiable test func…

stat.ME2019

Detecting multiple generalized change-points by isolating single ones

Andreas Anastasiou, Piotr Fryzlewicz

We introduce a new approach, called Isolate-Detect (ID), for the consistent estimation of the number and location of multiple generalized change-points in noisy data sequences. Exa…