29 citations · 47 across the 8 of their papers we have counts for
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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…
cs.SI2020
Reliable Time Prediction in the Markov Stochastic Block Model
Quentin Duchemin
We introduce the Markov Stochastic Block Model (MSBM): a growth model for community based networks where node attributes are assigned through a Markovian dynamic. We rely on HMMs'…