Cucuringu, Mihai; Singh, Apoorv Vikram; Sulem, Déborah; Tyagi, Hemant Regularized spectral methods for clustering signed networks. (English) Zbl 07626779 J. Mach. Learn. Res. 22, Paper No. 264, 79 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Cucuringu} et al., J. Mach. Learn. Res. 22, Paper No. 264, 79 p. (2021; Zbl 07626779) Full Text: arXiv Link
Dall’Amico, Lorenzo; Couillet, Romain; Tremblay, Nicolas A unified framework for spectral clustering in sparse graphs. (English) Zbl 07626732 J. Mach. Learn. Res. 22, Paper No. 217, 56 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Dall'Amico} et al., J. Mach. Learn. Res. 22, Paper No. 217, 56 p. (2021; Zbl 07626732) Full Text: arXiv Link
Noroozi, Majid; Pensky, Marianna; Rimal, Ramchandra Sparse popularity adjusted stochastic block model. (English) Zbl 07626708 J. Mach. Learn. Res. 22, Paper No. 193, 36 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Noroozi} et al., J. Mach. Learn. Res. 22, Paper No. 193, 36 p. (2021; Zbl 07626708) Full Text: arXiv Link
Issartel, Yann On the estimation of network complexity: dimension of graphons. (English) Zbl 07626706 J. Mach. Learn. Res. 22, Paper No. 191, 62 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Issartel}, J. Mach. Learn. Res. 22, Paper No. 191, 62 p. (2021; Zbl 07626706) Full Text: arXiv Link
Balasubramanian, Krishnakumar Nonparametric modeling of higher-order interactions via hypergraphons. (English) Zbl 07415089 J. Mach. Learn. Res. 22, Paper No. 146, 35 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{K. Balasubramanian}, J. Mach. Learn. Res. 22, Paper No. 146, 35 p. (2021; Zbl 07415089) Full Text: arXiv Link
Arroyo, Jesús; Athreya, Avanti; Cape, Joshua; Chen, Guodong; Priebe, Carey E.; Vogelstein, Joshua T. Inference for multiple heterogeneous networks with a common invariant subspace. (English) Zbl 07415085 J. Mach. Learn. Res. 22, Paper No. 142, 49 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Arroyo} et al., J. Mach. Learn. Res. 22, Paper No. 142, 49 p. (2021; Zbl 07415085) Full Text: arXiv Link
Deng, Shaofeng; Ling, Shuyang; Strohmer, Thomas Strong consistency, graph Laplacians, and the stochastic block model. (English) Zbl 07370634 J. Mach. Learn. Res. 22, Paper No. 117, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Deng} et al., J. Mach. Learn. Res. 22, Paper No. 117, 44 p. (2021; Zbl 07370634) Full Text: arXiv Link
Ma, Shujie; Su, Liangjun; Zhang, Yichong Determining the number of communities in degree-corrected stochastic block models. (English) Zbl 07370586 J. Mach. Learn. Res. 22, Paper No. 69, 63 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Ma} et al., J. Mach. Learn. Res. 22, Paper No. 69, 63 p. (2021; Zbl 07370586) Full Text: arXiv Link
Zhuo, Bumeng; Gao, Chao Mixing time of Metropolis-Hastings for Bayesian community detection. (English) Zbl 07370527 J. Mach. Learn. Res. 22, Paper No. 10, 89 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Zhuo} and \textit{C. Gao}, J. Mach. Learn. Res. 22, Paper No. 10, 89 p. (2021; Zbl 07370527) Full Text: arXiv Link
Wang, Zhe; Liang, Yingbin; Ji, Pengsheng Spectral algorithms for community detection in directed networks. (English) Zbl 07307464 J. Mach. Learn. Res. 21, Paper No. 153, 45 p. (2020). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Wang} et al., J. Mach. Learn. Res. 21, Paper No. 153, 45 p. (2020; Zbl 07307464) Full Text: arXiv Link
Li, Tianxi; Qian, Cheng; Levina, Elizaveta; Zhu, Ji High-dimensional Gaussian graphical models on network-linked data. (English) Zbl 1498.68249 J. Mach. Learn. Res. 21, Paper No. 74, 45 p. (2020). MSC: 68T05 62H22 PDFBibTeX XMLCite \textit{T. Li} et al., J. Mach. Learn. Res. 21, Paper No. 74, 45 p. (2020; Zbl 1498.68249) Full Text: arXiv Link
Pircalabelu, Eugen; Claeskens, Gerda Community-based group graphical Lasso. (English) Zbl 1498.62117 J. Mach. Learn. Res. 21, Paper No. 64, 32 p. (2020). MSC: 62H22 68T05 PDFBibTeX XMLCite \textit{E. Pircalabelu} and \textit{G. Claeskens}, J. Mach. Learn. Res. 21, Paper No. 64, 32 p. (2020; Zbl 1498.62117) Full Text: Link
Zhou, Zhixin; Amini, Arash A. Optimal bipartite network clustering. (English) Zbl 1498.68281 J. Mach. Learn. Res. 21, Paper No. 40, 68 p. (2020). MSC: 68T05 05C82 62H30 PDFBibTeX XMLCite \textit{Z. Zhou} and \textit{A. A. Amini}, J. Mach. Learn. Res. 21, Paper No. 40, 68 p. (2020; Zbl 1498.68281) Full Text: arXiv Link
Ma, Zhuang; Ma, Zongming; Yuan, Hongsong Universal latent space model fitting for large networks with edge covariates. (English) Zbl 1497.68432 J. Mach. Learn. Res. 21, Paper No. 4, 67 p. (2020). MSC: 68T05 05C82 62H12 62H30 90C26 PDFBibTeX XMLCite \textit{Z. Ma} et al., J. Mach. Learn. Res. 21, Paper No. 4, 67 p. (2020; Zbl 1497.68432) Full Text: Link
Lyzinski, Vince; Levin, Keith; Priebe, Carey E. On consistent vertex nomination schemes. (English) Zbl 1489.62167 J. Mach. Learn. Res. 20, Paper No. 69, 39 p. (2019). MSC: 62H12 05C82 62H30 PDFBibTeX XMLCite \textit{V. Lyzinski} et al., J. Mach. Learn. Res. 20, Paper No. 69, 39 p. (2019; Zbl 1489.62167) Full Text: arXiv Link
Zhou, Zhixin; Amini, Arash A. Analysis of spectral clustering algorithms for community detection: the general bipartite setting. (English) Zbl 1484.62088 J. Mach. Learn. Res. 20, Paper No. 47, 47 p. (2019). MSC: 62H30 05C80 05C82 PDFBibTeX XMLCite \textit{Z. Zhou} and \textit{A. A. Amini}, J. Mach. Learn. Res. 20, Paper No. 47, 47 p. (2019; Zbl 1484.62088) Full Text: arXiv Link
Razaee, Zahra S.; Amini, Arash A.; Li, Jingyi Jessica Matched bipartite block model with covariates. (English) Zbl 1483.62111 J. Mach. Learn. Res. 20, Paper No. 34, 44 p. (2019). MSC: 62H30 05C70 05C82 62F15 PDFBibTeX XMLCite \textit{Z. S. Razaee} et al., J. Mach. Learn. Res. 20, Paper No. 34, 44 p. (2019; Zbl 1483.62111) Full Text: arXiv Link
Athreya, Avanti; Fishkind, Donniell E.; Tang, Minh; Priebe, Carey E.; Park, Youngser; Vogelstein, Joshua T.; Levin, Keith; Lyzinski, Vince; Qin, Yichen; Sussman, Daniel L. Statistical inference on random dot product graphs: a survey. (English) Zbl 1473.05279 J. Mach. Learn. Res. 18(2017-2018), Paper No. 226, 92 p. (2018). MSC: 05C80 05C76 05-02 62H10 62H30 62H15 05C90 05C50 05C82 PDFBibTeX XMLCite \textit{A. Athreya} et al., J. Mach. Learn. Res. 18, Paper No. 226, 92 p. (2018; Zbl 1473.05279) Full Text: arXiv Link
Borgs, Christian; Chayes, Jennifer T.; Cohn, Henry; Holden, Nina Sparse exchangeable graphs and their limits via graphon processes. (English) Zbl 1469.60158 J. Mach. Learn. Res. 18(2017-2018), Paper No. 210, 71 p. (2018). MSC: 60G57 05C90 60G09 60G55 62H99 PDFBibTeX XMLCite \textit{C. Borgs} et al., J. Mach. Learn. Res. 18, Paper No. 210, 71 p. (2018; Zbl 1469.60158) Full Text: arXiv Link
Palowitch, John; Bhamidi, Shankar; Nobel, Andrew B. Significance-based community detection in weighted networks. (English) Zbl 1472.62123 J. Mach. Learn. Res. 18(2017-2018), Paper No. 188, 48 p. (2018). MSC: 62J15 62F03 60F05 68T05 05C90 PDFBibTeX XMLCite \textit{J. Palowitch} et al., J. Mach. Learn. Res. 18, Paper No. 188, 48 p. (2018; Zbl 1472.62123) Full Text: arXiv Link
Hajek, Bruce; Wu, Yihong; Xu, Jiaming Submatrix localization via message passing. (English) Zbl 1468.68155 J. Mach. Learn. Res. 18(2017-2018), Paper No. 186, 52 p. (2018). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{B. Hajek} et al., J. Mach. Learn. Res. 18, Paper No. 186, 52 p. (2018; Zbl 1468.68155) Full Text: arXiv Link
Abbe, Emmanuel Community detection and stochastic block models: recent developments. (English) Zbl 1403.62110 J. Mach. Learn. Res. 18(2017-2018), Paper No. 177, 86 p. (2018). MSC: 62H30 05C80 62-02 62-07 PDFBibTeX XMLCite \textit{E. Abbe}, J. Mach. Learn. Res. 18, Paper No. 177, 86 p. (2018; Zbl 1403.62110) Full Text: arXiv Link
Wilson, James D.; Palowitch, John; Bhamidi, Shankar; Nobel, Andrew B. Community extraction in multilayer networks with heterogeneous community structure. (English) Zbl 1444.62083 J. Mach. Learn. Res. 18(2017-2018), Paper No. 149, 49 p. (2017). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{J. D. Wilson} et al., J. Mach. Learn. Res. 18, Paper No. 149, 49 p. (2017; Zbl 1444.62083) Full Text: arXiv Link