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Leonid Kontorovich

5 papers here

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

author position
  • sole author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • math.PR3
  • cs.LG1
  • math.FA1

identity via Semantic Scholar / OpenAlex

most citedMeasure Concentration of Hidden Markov Processes

8 citations · 21 across the 5 of their papers we have counts for

collaborators
Showing math.PRShow all

3 papers · 1 filter

math.PR2006★ 6 cited

Metric and Mixing Sufficient Conditions for Concentration of Measure

Leonid Kontorovich

We derive sufficient conditions for a family (Xn,ρn​,Pn​) of metric probability spaces to have the measure concentration property. Specifically, if the sequence {Pn​} of pro…

math.PR2006★ 4 cited

Measure Concentration of Markov Tree Processes

Leonid Kontorovich

We prove an apparently novel concentration of measure result for Markov tree processes. The bound we derive reduces to the known bounds for Markov processes when the tree is a chai…

math.PR2006★ 8 cited

Measure Concentration of Hidden Markov Processes

Leonid Kontorovich

We prove what appears to be the first concentration of measure result for hidden Markov processes. Our bound is stated in terms of the contraction coefficients of the underlying Ma…

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