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Grigory Sokolov

10 papers hereh-index 8315 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5
  • last author4

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • stat.AP4
  • stat.CO3
  • stat.ME2
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20122022
most citedEfficient Computer Network Anomaly Detection by Changepoint Detection Methods

155 citations · 185 across the 9 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2016★ 11 cited

An Analytic Expression for the Distribution of the Generalized Shiryaev-Roberts Diffusion

Aleksey S. Polunchenko, Grigory Sokolov

We consider the quickest change-point detection problem where the aim is to detect the onset of a pre-specified drift in "live"-monitored standard Brownian motion; the change-point…

stat.ME2014

An Exact Formula for the Average Run Length to False Alarm of the Generalized Shiryaev-Roberts Procedure for Change-Point Detection under Exponential Observations

Wenyu Du, Grigory Sokolov, Aleksey S. Polunchenko

We derive analytically an exact closed-form formula for the standard minimax Average Run Length (ARL) to false alarm delivered by the Generalized Shiryaev-Roberts (GSR) change-poin…

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