Johndrow, James E.; Bhattacharya, Anirban; Dunson, David B. Tensor decompositions and sparse log-linear models. (English) Zbl 1367.62180 Ann. Stat. 45, No. 1, 1-38 (2017). MSC: 62H17 62F15 62H05 PDFBibTeX XMLCite \textit{J. E. Johndrow} et al., Ann. Stat. 45, No. 1, 1--38 (2017; Zbl 1367.62180) Full Text: DOI arXiv Euclid
Zhou, Shuang; Pati, Debdeep; Bhattacharya, Anirban; Dunson, David Adaptive posterior convergence rates in non-linear latent variable models. arXiv:1701.07572 Preprint, arXiv:1701.07572 [math.ST] (2017). BibTeX Cite \textit{S. Zhou} et al., ``Adaptive posterior convergence rates in non-linear latent variable models'', Preprint, arXiv:1701.07572 [math.ST] (2017) Full Text: arXiv OA License
Bhattacharya, Anirban; Dunson, David B.; Pati, Debdeep; Pillai, Natesh S. Sub-optimality of some continuous shrinkage priors. (English) Zbl 1419.62050 Stochastic Processes Appl. 126, No. 12, 3828-3842 (2016). MSC: 62F15 62J07 PDFBibTeX XMLCite \textit{A. Bhattacharya} et al., Stochastic Processes Appl. 126, No. 12, 3828--3842 (2016; Zbl 1419.62050) Full Text: DOI arXiv
Zhou, Jing; Herring, Amy H.; Bhattacharya, Anirban; Olshan, Andrew F.; Dunson, David B.; The National Birth Defects Prevention Study Nonparametric Bayes modeling for case control studies with many predictors. (English) Zbl 1393.62118 Biometrics 72, No. 1, 184-192 (2016). MSC: 62P10 62J12 62G05 PDFBibTeX XMLCite \textit{J. Zhou} et al., Biometrics 72, No. 1, 184--192 (2016; Zbl 1393.62118) Full Text: DOI Link
Zhou, Jing; Bhattacharya, Anirban; Herring, Amy H.; Dunson, David B. Bayesian factorizations of big sparse tensors. (English) Zbl 1373.62282 J. Am. Stat. Assoc. 110, No. 512, 1562-1576 (2015). MSC: 62H17 62F15 65C60 PDFBibTeX XMLCite \textit{J. Zhou} et al., J. Am. Stat. Assoc. 110, No. 512, 1562--1576 (2015; Zbl 1373.62282) Full Text: DOI arXiv Link
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B. Dirichlet-Laplace priors for optimal shrinkage. (English) Zbl 1373.62368 J. Am. Stat. Assoc. 110, No. 512, 1479-1490 (2015). MSC: 62J07 62F15 PDFBibTeX XMLCite \textit{A. Bhattacharya} et al., J. Am. Stat. Assoc. 110, No. 512, 1479--1490 (2015; Zbl 1373.62368) Full Text: DOI arXiv
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David Posterior contraction in sparse Bayesian factor models for massive covariance matrices. (English) Zbl 1305.62124 Ann. Stat. 42, No. 3, 1102-1130 (2014). MSC: 62F15 62G05 62G20 62H25 PDFBibTeX XMLCite \textit{D. Pati} et al., Ann. Stat. 42, No. 3, 1102--1130 (2014; Zbl 1305.62124) Full Text: DOI arXiv Euclid
Bhattacharya, Anirban; Pati, Debdeep; Dunson, David Anisotropic function estimation using multi-bandwidth Gaussian processes. (English) Zbl 1360.62168 Ann. Stat. 42, No. 1, 352-381 (2014). MSC: 62G08 62G07 62F15 62G20 PDFBibTeX XMLCite \textit{A. Bhattacharya} et al., Ann. Stat. 42, No. 1, 352--381 (2014; Zbl 1360.62168) Full Text: DOI arXiv Euclid
Bhattacharya, Anirban; Dunson, David B. Simplex factor models for multivariate unordered categorical data. (English) Zbl 1263.62097 J. Am. Stat. Assoc. 107, No. 497, 362-377 (2012). MSC: 62H25 62F15 65C40 65C60 PDFBibTeX XMLCite \textit{A. Bhattacharya} and \textit{D. B. Dunson}, J. Am. Stat. Assoc. 107, No. 497, 362--377 (2012; Zbl 1263.62097) Full Text: DOI Link
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B. Bayesian shrinkage. arXiv:1212.6088 Preprint, arXiv:1212.6088 [math.ST] (2012). BibTeX Cite \textit{A. Bhattacharya} et al., ``Bayesian shrinkage'', Preprint, arXiv:1212.6088 [math.ST] (2012) Full Text: arXiv OA License
Bhattacharya, A.; Dunson, D. B. Sparse Bayesian infinite factor models. (English) Zbl 1215.62025 Biometrika 98, No. 2, 291-306 (2011). MSC: 62F15 62H25 65C60 PDFBibTeX XMLCite \textit{A. Bhattacharya} and \textit{D. B. Dunson}, Biometrika 98, No. 2, 291--306 (2011; Zbl 1215.62025) Full Text: DOI Link
Pati, Debdeep; Bhattacharya, Anirban; Dunson, David B. Posterior convergence rates in non-linear latent variable models. arXiv:1109.5000 Preprint, arXiv:1109.5000 [math.ST] (2011). MSC: 62G07 62G20 60K35 BibTeX Cite \textit{D. Pati} et al., ``Posterior convergence rates in non-linear latent variable models'', Preprint, arXiv:1109.5000 [math.ST] (2011) Full Text: arXiv OA License