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researcher

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 2013 · stat.COShow all

2 papers · 2 filters

stat.CO2013

Efficient Performance Evaluation of the Generalized Shiryaev--Roberts Detection Procedure in a Multi-Cyclic Setup

Aleksey S. Polunchenko, Grigory Sokolov, Wenyu Du

We propose a numerical method to evaluate the performance of the emerging Generalized Shiryaev--Roberts (GSR) change-point detection procedure in a "minimax-ish" multi-cyclic setup…

stat.CO2013

An Accurate Method for Determining the Pre-Change Run-Length Distribution of the Generalized Shiryaev--Roberts Detection Procedure

Aleksey S. Polunchenko, Grigory Sokolov, Wenyu Du

Change-of-measure is a powerful technique used across statistics, probability and analysis. Particularly known as Wald's likelihood ratio identity, the technique enabled the proof…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.