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20102026
most citedEstimating the transition matrix of a Markov chain observed at random times

16 citations · 69 across the 27 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

math.PR2020

Concentration inequality for U-statistics of order two for uniformly ergodic Markov chains

Quentin Duchemin, Yohann de Castro, Claire Lacour

We prove a new concentration inequality for U-statistics of order two for uniformly ergodic Markov chains. Working with bounded and -canonical kernels, we show that we can recov…

cs.LG2020★ 4 cited

Markov Random Geometric Graph (MRGG): A Growth Model for Temporal Dynamic Networks

Quentin Duchemin, Yohann de Castro

We introduce Markov Random Geometric Graphs (MRGGs), a growth model for temporal dynamic networks. It is based on a Markovian latent space dynamic: consecutive latent points are sa…