1 citations · 1 across the 2 of their papers we have counts for
3 papers
math.ST2025
Network Signflip Parallel Analysis for Selecting the Embedding Dimension
David Hong, Joshua Cape
This paper investigates the problem of selecting the embedding dimension for large heterogeneous networks that have weakly distinguishable community structure. For a broad family o…
stat.ME2025
Simultaneous estimation of connectivity and dimensionality in samples of networks
Wenlong Jiang, Chris McKennan, Jesús Arroyo +1
An overarching objective in contemporary statistical network analysis is extracting salient information from datasets consisting of multiple networks. To date, considerable attenti…
math.ST2025★ 1 cited
Extreme value theory for singular subspace estimation in the matrix denoising model
Junhyung Chang, Joshua Cape
This paper studies fine-grained singular subspace estimation in the matrix denoising model where a deterministic low-rank signal matrix is additively perturbed by a stochastic matr…