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2020 – today
- 2023
[j9]Tianyi Chen
, Youngser Park, Ali Saad-Eldin, Zachary Lubberts, Avanti Athreya, Benjamin D. Pedigo, Joshua T. Vogelstein, Francesca Puppo, Gabriel A. Silva, Alysson R. Muotri, Weiwei Yang, Christopher M. White, Carey E. Priebe:
Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror. Appl. Netw. Sci. 8(1): 45 (2023)- [j8]Avanti Athreya, Zachary Lubberts, Carey E. Priebe, Youngser Park, Minh Tang, Vince Lyzinski, Michael J. Kane, Bryan Lewis:
Numerical Tolerance for Spectral Decompositions of Random Matrices and Applications to Network Inference. J. Comput. Graph. Stat. 32(1): 145-156 (2023) - [j7]Hayden S. Helm, Amitabh Basu, Avanti Athreya, Youngser Park, Joshua T. Vogelstein, Carey E. Priebe, Michael Winding, Marta Zlatic, Albert Cardona, Patrick Bourke, Jonathan Larson, Marah Ihab Abdin, Piali Choudhury, Weiwei Yang, Christopher W. White:
Distance-based positive and unlabeled learning for ranking. Pattern Recognit. 134: 109085 (2023) - 2022
- [j6]Konstantinos Pantazis, Avanti Athreya, Jesús Arroyo, William N. Frost, Evan S. Hill, Vince Lyzinski:
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks. J. Mach. Learn. Res. 23: 141:1-141:77 (2022) - [j5]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): 3373-3384 (2022) - 2021
- [j4]Donniell E. Fishkind, Felix Parker, Hamilton Sawczuk, Lingyao Meng, Eric Bridgeford, Avanti Athreya, Carey E. Priebe, Vince Lyzinski:
The phantom alignment strength conjecture: practical use of graph matching alignment strength to indicate a meaningful graph match. Appl. Netw. Sci. 6(1): 62 (2021) - [j3]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: 142:1-142:49 (2021) - [i5]Zachary Lubberts, Avanti Athreya, Youngser Park, Carey E. Priebe:
Beyond the adjacency matrix: random line graphs and inference for networks with edge attributes. CoRR abs/2103.14726 (2021) - 2020
- [i4]Hayden S. Helm, Amitabh Basu, Avanti Athreya, Youngser Park, Joshua T. Vogelstein, Michael Winding, Marta Zlatic, Albert Cardona, Patrick Bourke, Jonathan Larson, Christopher M. White, Carey E. Priebe:
Learning to rank via combining representations. CoRR abs/2005.10700 (2020) - [i3]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 abs/2007.02156 (2020)
2010 – 2019
- 2019
- [i2]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 abs/1906.10026 (2019) - 2018
- [i1]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 abs/1808.07801 (2018) - 2017
- [j2]Avanti Athreya, Donniell E. Fishkind, Minh Tang, Carey E. Priebe, Youngser Park, Joshua T. Vogelstein, Keith D. Levin, Vince Lyzinski, Yichen Qin, Daniel L. Sussman:
Statistical Inference on Random Dot Product Graphs: a Survey. J. Mach. Learn. Res. 18: 226:1-226:92 (2017) - [j1]Vince Lyzinski, Minh Tang, Avanti Athreya, Youngser Park, Carey E. Priebe:
Community Detection and Classification in Hierarchical Stochastic Blockmodels. IEEE Trans. Netw. Sci. Eng. 4(1): 13-26 (2017) - [c1]Keith D. Levin, Avanti Athreya, Minh Tang, Vince Lyzinski, Carey E. Priebe:
A Central Limit Theorem for an Omnibus Embedding of Multiple Random Dot Product Graphs. ICDM Workshops 2017: 964-967
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