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Measure Concentration of Markov Tree Processes by Kontorovich, Leonid is a scholarly article available to read on EtoBox.

What is Measure Concentration of Markov Tree Processes about?

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 chain, thus strictly generalizing the known Markov process concentration results. We employ several techniques of potential independent interest, especially for obtaining similar results for more general directed acyclic graphical models.

Author

Kontorovich, Leonid

Published

2006

Language

EN