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researcher

M. Roughan

22 papers hereh-index 419.8k citations210 works total

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

author position
  • sole author3
  • first author3
  • middle author8
  • last author8

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.SI5
  • cs.CR3
  • cs.DB2
  • cs.IT2
  • math.ST2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20152022
most citedUnravelling Graph-Exchange File Formats

11 citations · 13 across the 12 of their papers we have counts for

collaborators
Showing cs.ITShow all

2 papers · 1 filter

cs.IT2021★ 1 cited

NPD Entropy: A Non-Parametric Differential Entropy Rate Estimator

Andrew Feutrill, Matthew Roughan

The estimation of entropy rates for stationary discrete-valued stochastic processes is a well studied problem in information theory. However, estimating the entropy rate for statio…

cs.IT2021

Differential Entropy Rate Characterisations of Long Range Dependent Processes

Andrew Feutrill, Matthew Roughan

A quantity of interest to characterise continuous-valued stochastic processes is the differential entropy rate. The rate of convergence of many properties of LRD processes is slowe…

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