3 citations · 4 across the 6 of their papers we have counts for
Showing 2017Show all
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stat.ME2017★ 1 cited
Dynamic Networks with Multi-scale Temporal Structure
Xinyu Kang, Apratim Ganguly, Eric D. Kolaczyk
We describe a novel method for modeling non-stationary multivariate time series, with time-varying conditional dependencies represented through dynamic networks. Our proposed appro…
stat.AP2017
Estimation of Vertex Degrees in a Sampled Network
Apratim Ganguly, Eric Kolaczyk
The need to produce accurate estimates of vertex degree in a large network, based on observation of a subnetwork, arises in a number of practical settings. We study a formalized ve…