Chen, Yinghan; Culpepper, Steven Andrew; Chen, Yuguo Bayesian inference for an unknown number of attributes in restricted latent class models. (English) Zbl 1517.62088 Psychometrika 88, No. 2, 613-635 (2023). MSC: 62P15 62F15 PDF BibTeX XML Cite \textit{Y. Chen} et al., Psychometrika 88, No. 2, 613--635 (2023; Zbl 1517.62088) Full Text: DOI
Li, Tong; Zhou, Tianjian; Tsui, Kam-Wah; Wei, Lin; Ji, Yuan Posterior contraction rate of sparse latent feature models with application to proteomics. (English) Zbl 07660285 Stat. Theory Relat. Fields 6, No. 1, 29-39 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{T. Li} et al., Stat. Theory Relat. Fields 6, No. 1, 29--39 (2022; Zbl 07660285) Full Text: DOI arXiv
Bouchard-Côté, Alexandre; Roth, Andrew Particle-Gibbs sampling for Bayesian feature allocation models. (English) Zbl 07626712 J. Mach. Learn. Res. 22, Paper No. 197, 105 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Bouchard-Côté} and \textit{A. Roth}, J. Mach. Learn. Res. 22, Paper No. 197, 105 p. (2021; Zbl 07626712) Full Text: arXiv Link
Chen, Yinghan; Liu, Ying; Culpepper, Steven Andrew; Chen, Yuguo Inferring the number of attributes for the exploratory DINA model. (English) Zbl 1476.62244 Psychometrika 86, No. 1, 30-64 (2021). MSC: 62P15 PDF BibTeX XML Cite \textit{Y. Chen} et al., Psychometrika 86, No. 1, 30--64 (2021; Zbl 1476.62244) Full Text: DOI
Ni, Yang; Müller, Peter; Ji, Yuan Bayesian double feature allocation for phenotyping with electronic health records. (English) Zbl 1452.62835 J. Am. Stat. Assoc. 115, No. 532, 1620-1634 (2020). MSC: 62P10 62F15 62H30 PDF BibTeX XML Cite \textit{Y. Ni} et al., J. Am. Stat. Assoc. 115, No. 532, 1620--1634 (2020; Zbl 1452.62835) Full Text: DOI arXiv
Laitonjam, Nishma; Hurley, Neil Non-parametric overlapping community detection. (English) Zbl 1435.62168 Argiento, Raffaele (ed.) et al., Bayesian statistics and new generations. BAYSM 2018. Selected contributions of the 4th Bayesian Young Statistician Meeting conference, Warwick, UK, July 2–3, 2018. Cham: Springer. Springer Proc. Math. Stat. 296, 23-34 (2019). MSC: 62G30 62H30 05C90 PDF BibTeX XML Cite \textit{N. Laitonjam} and \textit{N. Hurley}, Springer Proc. Math. Stat. 296, 23--34 (2019; Zbl 1435.62168) Full Text: DOI
Battiston, Marco; Favaro, Stefano; Roy, Daniel M.; Teh, Yee Whye A characterization of product-form exchangeable feature probability functions. (English) Zbl 1410.60100 Ann. Appl. Probab. 28, No. 3, 1423-1448 (2018). MSC: 60K99 60G09 PDF BibTeX XML Cite \textit{M. Battiston} et al., Ann. Appl. Probab. 28, No. 3, 1423--1448 (2018; Zbl 1410.60100) Full Text: DOI arXiv Euclid
Broderick, Tamara; Wilson, Ashia C.; Jordan, Michael I. Posteriors, conjugacy, and exponential families for completely random measures. (English) Zbl 1415.62011 Bernoulli 24, No. 4B, 3181-3221 (2018). MSC: 62G05 62C10 62E15 PDF BibTeX XML Cite \textit{T. Broderick} et al., Bernoulli 24, No. 4B, 3181--3221 (2018; Zbl 1415.62011) Full Text: DOI arXiv Euclid
Perrone, Valerio; Jenkins, Paul A.; Spanò, Dario; Teh, Yee Whye Poisson random fields for dynamic feature models. (English) Zbl 1442.62070 J. Mach. Learn. Res. 18(2017-2018), Paper No. 127, 45 p. (2017). MSC: 62G05 60G55 62P30 65C05 PDF BibTeX XML Cite \textit{V. Perrone} et al., J. Mach. Learn. Res. 18, Paper No. 127, 45 p. (2017; Zbl 1442.62070) Full Text: arXiv Link
James, Lancelot F. Bayesian Poisson calculus for latent feature modeling via generalized Indian buffet process priors. (English) Zbl 1435.62124 Ann. Stat. 45, No. 5, 2016-2045 (2017). MSC: 62G05 68T05 60G55 PDF BibTeX XML Cite \textit{L. F. James}, Ann. Stat. 45, No. 5, 2016--2045 (2017; Zbl 1435.62124) Full Text: DOI
Doshi-Velez, Finale; Williamson, Sinead A. Restricted Indian buffet processes. (English) Zbl 1505.62129 Stat. Comput. 27, No. 5, 1205-1223 (2017). MSC: 62-08 60G57 62G05 62F15 PDF BibTeX XML Cite \textit{F. Doshi-Velez} and \textit{S. A. Williamson}, Stat. Comput. 27, No. 5, 1205--1223 (2017; Zbl 1505.62129) Full Text: DOI arXiv
Dang, Hong-Phuong; Chainais, Pierre Indian buffet process dictionary learning: algorithms and applications to image processing. (English) Zbl 1404.94003 Int. J. Approx. Reasoning 83, 1-20 (2017). MSC: 94A08 62F15 62G05 68T05 PDF BibTeX XML Cite \textit{H.-P. Dang} and \textit{P. Chainais}, Int. J. Approx. Reasoning 83, 1--20 (2017; Zbl 1404.94003) Full Text: DOI HAL
Boldi, Paolo; Crimaldi, Irene; Monti, Corrado A network model characterized by a latent attribute structure with competition. (English) Zbl 1398.91477 Inf. Sci. 354, 236-256 (2016). MSC: 91D30 05C82 PDF BibTeX XML Cite \textit{P. Boldi} et al., Inf. Sci. 354, 236--256 (2016; Zbl 1398.91477) Full Text: DOI arXiv Link
Chen, Mengjie; Gao, Chao; Zhao, Hongyu Posterior contraction rates of the phylogenetic Indian buffet processes. (English) Zbl 1357.62150 Bayesian Anal. 11, No. 2, 477-497 (2016). MSC: 62G05 62F15 62H25 62P10 PDF BibTeX XML Cite \textit{M. Chen} et al., Bayesian Anal. 11, No. 2, 477--497 (2016; Zbl 1357.62150) Full Text: DOI arXiv Euclid
Lee, Juhee; Müller, Peter; Sengupta, Subhajit; Gulukota, Kamalakar; Ji, Yuan Bayesian feature allocation models for tumor heterogeneity. (English) Zbl 1366.92061 Frigessi, Arnoldo (ed.) et al., Statistical analysis for high dimensional data. The Abel symposium 2014. Selected papers based on the presentations at the 11th Abel symposium, Kabelvåg, Norway, May 5 – May 9, 2014. Cham: Springer (ISBN 978-3-319-27097-5/hbk; 978-3-319-27099-9/ebook). Abel Symposia 11, 211-232 (2016). MSC: 92C50 62P10 62F15 PDF BibTeX XML Cite \textit{J. Lee} et al., Abel Symp. 11, 211--232 (2016; Zbl 1366.92061) Full Text: DOI
Phadia, Eswar G. Prior processes and their applications. Nonparametric Bayesian estimation. 2nd edition. (English) Zbl 1358.62015 Springer Series in Statistics. Cham: Springer (ISBN 978-3-319-32788-4/hbk; 978-3-319-32789-1/ebook). xvii, 327 p. (2016). Reviewer: Hans-Jürgen Schmidt (Potsdam) MSC: 62-02 62G05 62F15 62G07 62N01 62G08 62G10 60G05 PDF BibTeX XML Cite \textit{E. G. Phadia}, Prior processes and their applications. Nonparametric Bayesian estimation. 2nd edition. Cham: Springer (2016; Zbl 1358.62015) Full Text: DOI
Heaukulani, Creighton; Roy, Daniel M. The combinatorial structure of beta negative binomial processes. (English) Zbl 1358.60069 Bernoulli 22, No. 4, 2301-2324 (2016). Reviewer: Isamu Dôku (Saitama) MSC: 60G99 60G09 60G57 60G55 60J10 60J22 65C05 65C40 PDF BibTeX XML Cite \textit{C. Heaukulani} and \textit{D. M. Roy}, Bernoulli 22, No. 4, 2301--2324 (2016; Zbl 1358.60069) Full Text: DOI arXiv Euclid
Lee, Juhee; Müller, Peter; Gulukota, Kamalakar; Ji, Yuan A Bayesian feature allocation model for tumor heterogeneity. (English) Zbl 1397.62457 Ann. Appl. Stat. 9, No. 2, 621-639 (2015). MSC: 62P10 62F15 PDF BibTeX XML Cite \textit{J. Lee} et al., Ann. Appl. Stat. 9, No. 2, 621--639 (2015; Zbl 1397.62457) Full Text: DOI arXiv Euclid
Berti, Patrizia; Crimaldi, Irene; Pratelli, Luca; Rigo, Pietro Central limit theorems for an Indian buffet model with random weights. (English) Zbl 1314.60015 Ann. Appl. Probab. 25, No. 2, 523-547 (2015). MSC: 60B10 60F05 60G09 60G57 62F15 PDF BibTeX XML Cite \textit{P. Berti} et al., Ann. Appl. Probab. 25, No. 2, 523--547 (2015; Zbl 1314.60015) Full Text: DOI arXiv Euclid
Ruiz, Francisco J. R.; Valera, Isabel; Blanco, Carlos; Perez-Cruz, Fernando Bayesian nonparametric comorbidity analysis of psychiatric disorders. (English) Zbl 1319.62218 J. Mach. Learn. Res. 15, 1215-1247 (2014). MSC: 62P10 62G05 PDF BibTeX XML Cite \textit{F. J. R. Ruiz} et al., J. Mach. Learn. Res. 15, 1215--1247 (2014; Zbl 1319.62218) Full Text: arXiv Link
Broderick, Tamara; Jordan, Michael I.; Pitman, Jim Cluster and feature modeling from combinatorial stochastic processes. (English) Zbl 1331.62124 Stat. Sci. 28, No. 3, 289-312 (2013). MSC: 62F15 60G09 62H30 60C05 60G57 62G05 PDF BibTeX XML Cite \textit{T. Broderick} et al., Stat. Sci. 28, No. 3, 289--312 (2013; Zbl 1331.62124) Full Text: DOI arXiv Euclid
Broderick, Tamara; Pitman, Jim; Jordan, Michael I. Feature allocations, probability functions, and paintboxes. (English) Zbl 1329.62278 Bayesian Anal. 8, No. 4, 801-836 (2013). MSC: 62H30 62F15 60G09 60G57 PDF BibTeX XML Cite \textit{T. Broderick} et al., Bayesian Anal. 8, No. 4, 801--836 (2013; Zbl 1329.62278) Full Text: DOI arXiv Euclid
Wang, Eric; Salazar, Esther; Dunson, David; Carin, Lawrence Spatio-temporal modeling of legislation and votes. (English) Zbl 1329.62477 Bayesian Anal. 8, No. 1, 233-268 (2013). MSC: 62P25 62G05 62H25 62H30 PDF BibTeX XML Cite \textit{E. Wang} et al., Bayesian Anal. 8, No. 1, 233--268 (2013; Zbl 1329.62477) Full Text: DOI Euclid
Xing, Zhengming; Zhou, Mingyuan; Castrodad, Alexey; Sapiro, Guillermo; Carin, Lawrence Dictionary learning for noisy and incomplete hyperspectral images. (English) Zbl 1316.62094 SIAM J. Imaging Sci. 5, No. 1, 33-56 (2012). MSC: 62H35 60G15 62F15 68U10 94A08 PDF BibTeX XML Cite \textit{Z. Xing} et al., SIAM J. Imaging Sci. 5, No. 1, 33--56 (2012; Zbl 1316.62094) Full Text: DOI Link
Gershman, Samuel J.; Blei, David M. A tutorial on Bayesian nonparametric models. (English) Zbl 1237.62062 J. Math. Psychol. 56, No. 1, 1-12 (2012). MSC: 62G99 62F15 62H30 62H25 65C60 PDF BibTeX XML Cite \textit{S. J. Gershman} and \textit{D. M. Blei}, J. Math. Psychol. 56, No. 1, 1--12 (2012; Zbl 1237.62062) Full Text: DOI arXiv
Knowles, David; Ghahramani, Zoubin Nonparametric Bayesian sparse factor models with application to gene expression modeling. (English) Zbl 1223.62013 Ann. Appl. Stat. 5, No. 2B, 1534-1552 (2011). MSC: 62F15 62H25 62G99 65C40 PDF BibTeX XML Cite \textit{D. Knowles} and \textit{Z. Ghahramani}, Ann. Appl. Stat. 5, No. 2B, 1534--1552 (2011; Zbl 1223.62013) Full Text: DOI arXiv
Carvalho, Carlos M.; Lopes, Hedibert F.; Polson, Nicholas G.; Taddy, Matt A. Particle learning for general mixtures. (English) Zbl 1330.62348 Bayesian Anal. 5, No. 4, 709-740 (2010). MSC: 62M20 62M45 PDF BibTeX XML Cite \textit{C. M. Carvalho} et al., Bayesian Anal. 5, No. 4, 709--740 (2010; Zbl 1330.62348) Full Text: DOI Euclid