Joshua Cape

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Threshold Selection

Spectral Embedding

Laplace Beltrami

Graph Clustering

Top Venues

J. Mach. Learn. Res.

Publications

Nicholas Theis, Jonathan Rubin, Joshua Cape, Satish Iyengar, Konasale M. Prasad
Threshold Selection for Brain Connectomes. Brain Connect. 13 (7) (2023)
Cong Mu, Angelo Mele, Lingxin Hao, Joshua Cape, Avanti Athreya, Carey E. Priebe
On Spectral Algorithms for Community Detection in Stochastic Blockmodel Graphs With Vertex Covariates. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Jesús Arroyo, Avanti Athreya, Joshua Cape, Guodong Chen, Carey E. Priebe, Joshua T. Vogelstein
Inference for Multiple Heterogeneous Networks with a Common Invariant Subspace. J. Mach. Learn. Res. 22 (2021)
Cong Mu, Angelo Mele, Lingxin Hao, Joshua Cape, Avanti Athreya, Carey E. Priebe
On identifying unobserved heterogeneity in stochastic blockmodel graphs with vertex covariates. CoRR (2020)
Joshua Cape, Minh Tang, Carey E. Priebe
On spectral embedding performance and elucidating network structure in stochastic blockmodel graphs. Netw. Sci. 7 (3) (2019)
Jesús Arroyo, Avanti Athreya, Joshua Cape, Guodong Chen, Carey E. Priebe, Joshua T. Vogelstein
Inference for multiple heterogeneous networks with a common invariant subspace. CoRR (2019)
Carey E. Priebe, Youngser Park, Joshua T. Vogelstein, John M. Conroy, Vince Lyzinski, Minh Tang, Avanti Athreya, Joshua Cape, Eric Bridgeford
On a 'Two Truths' Phenomenon in Spectral Graph Clustering. CoRR (2018)
Patrick Rubin-Delanchy, Carey E. Priebe, Minh Tang, Joshua Cape
A statistical interpretation of spectral embedding: the generalised random dot product graph. CoRR (2017)