Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles; Bataillon, Guillaume; Livartowski, Alain Greedy clustering of count data through a mixture of multinomial PCA. (English) Zbl 07315545 Comput. Stat. 36, No. 1, 1-33 (2021). MSC: 65C60 PDF BibTeX XML Cite \textit{N. Jouvin} et al., Comput. Stat. 36, No. 1, 1--33 (2021; Zbl 07315545) Full Text: DOI
Bing, Xin; Bunea, Florentina; Wegkamp, Marten Optimal estimation of sparse topic models. (English) Zbl 07307472 J. Mach. Learn. Res. 21, Paper No. 177, 45 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{X. Bing} et al., J. Mach. Learn. Res. 21, Paper No. 177, 45 p. (2020; Zbl 07307472) Full Text: Link
Kreĭnes, M. G.; Kreĭnes, Elena M. Matrix text models. Text corpora models. (Russian. English summary) Zbl 1444.68267 Mat. Model. 32, No. 2, 37-57 (2020). MSC: 68T50 68P20 91F20 PDF BibTeX XML Cite \textit{M. G. Kreĭnes} and \textit{E. M. Kreĭnes}, Mat. Model. 32, No. 2, 37--57 (2020; Zbl 1444.68267) Full Text: DOI MNR
Hindle, Giles (ed.); Kunc, Martin (ed.); Mortensen, Michael (ed.); Oztekin, Asil (ed.); Vidgen, Richard (ed.) Editorial: Business analytics: defining the field and identifying a research agenda. (English) Zbl 1430.90003 Eur. J. Oper. Res. 281, No. 3, 483-490 (2020). MSC: 90-03 90B50 01A61 PDF BibTeX XML Cite \textit{G. Hindle} (ed.) et al., Eur. J. Oper. Res. 281, No. 3, 483--490 (2020; Zbl 1430.90003) Full Text: DOI
Van Lierde, Hadrien; Chow, Tommy W. S. Learning with fuzzy hypergraphs: a topical approach to query-oriented text summarization. (English) Zbl 1451.68296 Inf. Sci. 496, 212-224 (2019). MSC: 68T50 05C65 05C72 PDF BibTeX XML Cite \textit{H. Van Lierde} and \textit{T. W. S. Chow}, Inf. Sci. 496, 212--224 (2019; Zbl 1451.68296) Full Text: DOI
Ha, Cuong; Tran, Van-Dang; Van Linh, Ngo; Than, Khoat Eliminating overfitting of probabilistic topic models on short and noisy text: the role of dropout. (English) Zbl 07171881 Int. J. Approx. Reasoning 112, 85-104 (2019). MSC: 68T37 PDF BibTeX XML Cite \textit{C. Ha} et al., Int. J. Approx. Reasoning 112, 85--104 (2019; Zbl 07171881) Full Text: DOI
Chen, Peixian; Chen, Zhourong; Zhang, Nevin L. A novel document generation process for topic detection based on hierarchical latent tree models. (English) Zbl 07170139 Kern-Isberner, Gabriele (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 15th European conference, ECSQARU 2019, Belgrade, Serbia, September 18–20, 2019. Proceedings. Cham: Springer (ISBN 978-3-030-29764-0/pbk; 978-3-030-29765-7/ebook). Lecture Notes in Computer Science 11726. Lecture Notes in Artificial Intelligence, 265-276 (2019). MSC: 68T37 PDF BibTeX XML Cite \textit{P. Chen} et al., Lect. Notes Comput. Sci. 11726, 265--276 (2019; Zbl 07170139) Full Text: DOI
Burkhardt, Sophie; Kramer, Stefan Decoupling sparsity and smoothness in the Dirichlet variational autoencoder topic model. (English) Zbl 1434.68399 J. Mach. Learn. Res. 20, Paper No. 131, 27 p. (2019). MSC: 68T05 62F15 62G05 68T07 PDF BibTeX XML Cite \textit{S. Burkhardt} and \textit{S. Kramer}, J. Mach. Learn. Res. 20, Paper No. 131, 27 p. (2019; Zbl 1434.68399) Full Text: Link
Giordani, Alessandro Axiomatizing the logic of imagination. (English) Zbl 07100696 Stud. Log. 107, No. 4, 639-657 (2019). MSC: 03 PDF BibTeX XML Cite \textit{A. Giordani}, Stud. Log. 107, No. 4, 639--657 (2019; Zbl 07100696) Full Text: DOI
Katz-Samuels, Julian; Blanchard, Gilles; Scott, Clayton Decontamination of mutual contamination models. (English) Zbl 07049760 J. Mach. Learn. Res. 20, Paper No. 41, 57 p. (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Katz-Samuels} et al., J. Mach. Learn. Res. 20, Paper No. 41, 57 p. (2019; Zbl 07049760) Full Text: Link
Wang, Yining Convergence rates of latent topic models under relaxed identifiability conditions. (English) Zbl 1433.62092 Electron. J. Stat. 13, No. 1, 37-66 (2019). Reviewer: Joseph Melamed (Los Angeles) MSC: 62F15 68T05 PDF BibTeX XML Cite \textit{Y. Wang}, Electron. J. Stat. 13, No. 1, 37--66 (2019; Zbl 1433.62092) Full Text: DOI Euclid
Ruffini, Matteo; Casanellas, Marta; Gavaldà, Ricard A new method of moments for latent variable models. (English) Zbl 06990188 Mach. Learn. 107, No. 8-10, 1431-1455 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Ruffini} et al., Mach. Learn. 107, No. 8--10, 1431--1455 (2018; Zbl 06990188) Full Text: DOI
Wang, Chong; Blei, David M. A general method for robust Bayesian modeling. (English) Zbl 1407.62088 Bayesian Anal. 13, No. 4, 1163-1191 (2018). MSC: 62F15 62F35 62J12 PDF BibTeX XML Cite \textit{C. Wang} and \textit{D. M. Blei}, Bayesian Anal. 13, No. 4, 1163--1191 (2018; Zbl 1407.62088) Full Text: DOI Euclid
Le, Hoa M.; Ta Cong, Son; Pham The, Quyen; Van Linh, Ngo; Than, Khoat Collaborative topic model for Poisson distributed ratings. (English) Zbl 1444.68214 Int. J. Approx. Reasoning 95, 62-76 (2018). MSC: 68T35 15A23 68T37 PDF BibTeX XML Cite \textit{H. M. Le} et al., Int. J. Approx. Reasoning 95, 62--76 (2018; Zbl 1444.68214) Full Text: DOI
Bouveyron, C.; Latouche, P.; Zreik, R. The stochastic topic block model for the clustering of vertices in networks with textual edges. (English) Zbl 06844705 Stat. Comput. 28, No. 1, 11-31 (2018). MSC: 62F15 62F86 PDF BibTeX XML Cite \textit{C. Bouveyron} et al., Stat. Comput. 28, No. 1, 11--31 (2018; Zbl 06844705) Full Text: DOI
Rekatsinas, Theodoros; Ghosh, Saurav; Mekaru, Sumiko R.; Nsoesie, Elaine O.; Brownstein, John S.; Getoor, Lise; Ramakrishnan, Naren Forecasting rare disease outbreaks from open source indicators. (English) Zbl 07260707 Stat. Anal. Data Min. 10, No. 2, 136-150 (2017). MSC: 62 68 PDF BibTeX XML Cite \textit{T. Rekatsinas} et al., Stat. Anal. Data Min. 10, No. 2, 136--150 (2017; Zbl 07260707) Full Text: DOI
Wang, Peng; Zhang, Peng; Zhou, Chuan; Li, Zhao; Yang, Hong Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data. (English) Zbl 1416.62365 Data Min. Knowl. Discov. 31, No. 1, 32-64 (2017). MSC: 62H30 62M10 60G10 PDF BibTeX XML Cite \textit{P. Wang} et al., Data Min. Knowl. Discov. 31, No. 1, 32--64 (2017; Zbl 1416.62365) Full Text: DOI
Morimoto, Takayuki; Kawasaki, Yoshinori Forecasting financial market volatility using a dynamic topic model. (English) Zbl 1407.62391 Asia-Pac. Financ. Mark. 24, No. 3, 149-167 (2017). MSC: 62P05 62M20 62M10 PDF BibTeX XML Cite \textit{T. Morimoto} and \textit{Y. Kawasaki}, Asia-Pac. Financ. Mark. 24, No. 3, 149--167 (2017; Zbl 1407.62391) Full Text: DOI
Dupuy, Christophe; Bach, Francis Online but accurate inference for latent variable models with local Gibbs sampling. (English) Zbl 1442.62046 J. Mach. Learn. Res. 18(2017-2018), Paper No. 126, 45 p. (2017). MSC: 62F10 60J22 62F15 62L20 68W27 PDF BibTeX XML Cite \textit{C. Dupuy} and \textit{F. Bach}, J. Mach. Learn. Res. 18, Paper No. 126, 45 p. (2017; Zbl 1442.62046) Full Text: Link
Lauly, Stanislas; Zheng, Yin; Allauzen, Alexandre; Larochelle, Hugo Document neural autoregressive distribution estimation. (English) Zbl 1435.68267 J. Mach. Learn. Res. 18(2017-2018), Paper No. 113, 24 p. (2017). MSC: 68T05 62G07 62M10 62M45 68U15 PDF BibTeX XML Cite \textit{S. Lauly} et al., J. Mach. Learn. Res. 18, Paper No. 113, 24 p. (2017; Zbl 1435.68267) Full Text: Link
Chen, Peixian; Zhang, Nevin L.; Liu, Tengfei; Poon, Leonard K. M.; Chen, Zhourong; Khawar, Farhan Latent tree models for hierarchical topic detection. (English) Zbl 1419.68087 Artif. Intell. 250, 105-124 (2017). MSC: 68T10 68T50 PDF BibTeX XML Cite \textit{P. Chen} et al., Artif. Intell. 250, 105--124 (2017; Zbl 1419.68087) Full Text: DOI
Papanikolaou, Yannis; Foulds, James R.; Rubin, Timothy N.; Tsoumakas, Grigorios Dense distributions from sparse samples: improved Gibbs sampling parameter estimators for LDA. (English) Zbl 1434.68443 J. Mach. Learn. Res. 18(2017-2018), Paper No. 62, 58 p. (2017). MSC: 68T05 62F15 62H30 68U15 PDF BibTeX XML Cite \textit{Y. Papanikolaou} et al., J. Mach. Learn. Res. 18, Paper No. 62, 58 p. (2017; Zbl 1434.68443) Full Text: Link
Khan, Muhammad Taimoor; Azam, Nouman; Khalid, Shehzad; Yao, JingTao A three-way approach for learning rules in automatic knowledge-based topic models. (English) Zbl 1404.68110 Int. J. Approx. Reasoning 82, 210-226 (2017). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{M. T. Khan} et al., Int. J. Approx. Reasoning 82, 210--226 (2017; Zbl 1404.68110) Full Text: DOI
Lim, Kar Wai; Buntine, Wray; Chen, Changyou; Du, Lan Nonparametric Bayesian topic modelling with the hierarchical Pitman-Yor processes. (English) Zbl 06639853 Int. J. Approx. Reasoning 78, 172-191 (2016). MSC: 62G05 60G20 PDF BibTeX XML Cite \textit{K. W. Lim} et al., Int. J. Approx. Reasoning 78, 172--191 (2016; Zbl 06639853) Full Text: DOI
Anandkumar, Anima; Foster, Dean P.; Hsu, Daniel; Kakade, Sham M.; Liu, Yi-Kai A spectral algorithm for latent Dirichlet allocation. (English) Zbl 1311.68130 Algorithmica 72, No. 1, 193-214 (2015). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Anandkumar} et al., Algorithmica 72, No. 1, 193--214 (2015; Zbl 1311.68130) Full Text: DOI
Rabani, Yuval; Schulman, Leonard J.; Swamy, Chaitanya Learning mixtures of arbitrary distributions over large discrete domains. (English) Zbl 1366.68247 Proceedings of the 5th conference on innovations in theoretical computer science, ITCS’14, Princeton, NJ, USA, January 11–14, 2014. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-2243-0). 207-223 (2014). MSC: 68T05 68W20 PDF BibTeX XML Cite \textit{Y. Rabani} et al., in: Proceedings of the 5th conference on innovations in theoretical computer science, ITCS'14, Princeton, NJ, USA, January 11--14, 2014. New York, NY: Association for Computing Machinery (ACM). 207--223 (2014; Zbl 1366.68247) Full Text: DOI
Anandkumar, Animashree; Ge, Rong; Hsu, Daniel; Kakade, Sham M.; Telgarsky, Matus Tensor decompositions for learning latent variable models. (English) Zbl 1319.62109 J. Mach. Learn. Res. 15, 2773-2832 (2014). MSC: 62H12 15A69 62F12 62H25 PDF BibTeX XML Cite \textit{A. Anandkumar} et al., J. Mach. Learn. Res. 15, 2773--2832 (2014; Zbl 1319.62109) Full Text: Link arXiv
Zhu, Jun; Chen, Ning; Perkins, Hugh; Zhang, Bo Gibbs max-margin topic models with data augmentation. (English) Zbl 1318.68161 J. Mach. Learn. Res. 15, 1073-1110 (2014). MSC: 68T05 62F15 62H30 PDF BibTeX XML Cite \textit{J. Zhu} et al., J. Mach. Learn. Res. 15, 1073--1110 (2014; Zbl 1318.68161) Full Text: Link
Hoffman, Matthew D.; Blei, David M.; Wang, Chong; Paisley, John Stochastic variational inference. (English) Zbl 1317.68163 J. Mach. Learn. Res. 14, 1303-1347 (2013). MSC: 68T05 62-07 62F15 62G05 62L20 PDF BibTeX XML Cite \textit{M. D. Hoffman} et al., J. Mach. Learn. Res. 14, 1303--1347 (2013; Zbl 1317.68163) Full Text: Link
Barbieri, Nicola; Manco, Giuseppe; Ritacco, Ettore; Carnuccio, Marco; Bevacqua, Antonio Probabilistic topic models for sequence data. (English) Zbl 1293.68214 Mach. Learn. 93, No. 1, 5-29 (2013). MSC: 68T05 68U15 68P20 68U35 68T50 68Q87 PDF BibTeX XML Cite \textit{N. Barbieri} et al., Mach. Learn. 93, No. 1, 5--29 (2013; Zbl 1293.68214) Full Text: DOI
Varadarajan, Jagannadan; Emonet, Rémi; Odobez, Jean-Marc A sequential topic model for mining recurrent activities from long term video logs. (English) Zbl 1270.68357 Int. J. Comput. Vis. 103, No. 1, 100-126 (2013). MSC: 68T45 PDF BibTeX XML Cite \textit{J. Varadarajan} et al., Int. J. Comput. Vis. 103, No. 1, 100--126 (2013; Zbl 1270.68357) Full Text: DOI
Joty, Shafiq; Carenini, Giuseppe; Ng, Raymond T. Topic segmentation and labeling in asynchronous conversations. (English) Zbl 1269.68103 J. Artif. Intell. Res. (JAIR) 47, 521-573 (2013). MSC: 68T50 68T20 PDF BibTeX XML Cite \textit{S. Joty} et al., J. Artif. Intell. Res. (JAIR) 47, 521--573 (2013; Zbl 1269.68103) Full Text: DOI
Zhu, Jun; Ahmed, Amr; Xing, Eric P. MedLDA: maximum margin supervised topic models. (English) Zbl 1433.68388 J. Mach. Learn. Res. 13, 2237-2278 (2012). MSC: 68T05 62H30 62J02 PDF BibTeX XML Cite \textit{J. Zhu} et al., J. Mach. Learn. Res. 13, 2237--2278 (2012; Zbl 1433.68388) Full Text: Link
Hospedales, Timothy; Gong, Shaogang; Xiang, Tao Video behaviour mining using a dynamic topic model. (English) Zbl 1254.68208 Int. J. Comput. Vis. 98, No. 3, 303-323 (2012). MSC: 68T05 68T45 PDF BibTeX XML Cite \textit{T. Hospedales} et al., Int. J. Comput. Vis. 98, No. 3, 303--323 (2012; Zbl 1254.68208) Full Text: DOI
Rubin, Timothy N.; Chambers, America; Smyth, Padhraic; Steyvers, Mark Statistical topic models for multi-label document classification. (English) Zbl 1243.68248 Mach. Learn. 88, No. 1-2, 157-208 (2012). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{T. N. Rubin} et al., Mach. Learn. 88, No. 1--2, 157--208 (2012; Zbl 1243.68248) Full Text: DOI
Li, Jian; Gong, Shaogang; Xiang, Tao Learning behavioural context. (English) Zbl 1235.68170 Int. J. Comput. Vis. 97, No. 3, 276-304 (2012). MSC: 68T05 68T45 PDF BibTeX XML Cite \textit{J. Li} et al., Int. J. Comput. Vis. 97, No. 3, 276--304 (2012; Zbl 1235.68170) Full Text: DOI
Zavitsanos, Elias; Paliouras, Georgios; Vouros, George A. Non-parametric estimation of topic hierarchies from texts with hierarchical Dirichlet processes. (English) Zbl 1280.68220 J. Mach. Learn. Res. 12, 2749-2775 (2011). MSC: 68T05 60G57 68T30 62F15 62G05 PDF BibTeX XML Cite \textit{E. Zavitsanos} et al., J. Mach. Learn. Res. 12, 2749--2775 (2011; Zbl 1280.68220) Full Text: Link
Philbin, James; Sivic, Josef; Zisserman, Andrew Geometric latent Dirichlet allocation on a matching graph for large-scale image datasets. (English) Zbl 1235.68282 Int. J. Comput. Vis. 95, No. 2, 138-153 (2011). MSC: 68T45 68U10 PDF BibTeX XML Cite \textit{J. Philbin} et al., Int. J. Comput. Vis. 95, No. 2, 138--153 (2011; Zbl 1235.68282) Full Text: DOI
Newman, David; Asuncion, Arthur; Smyth, Padhraic; Welling, Max Distributed algorithms for topic models. (English) Zbl 1235.68324 J. Mach. Learn. Res. 10, 1801-1828 (2009). MSC: 68W15 68T05 62H30 PDF BibTeX XML Cite \textit{D. Newman} et al., J. Mach. Learn. Res. 10, 1801--1828 (2009; Zbl 1235.68324) Full Text: Link
Ozmutlu, Huseyin C. Markovian analysis for automatic new topic identification in search engine transaction logs. (English) Zbl 1224.62033 Appl. Stoch. Models Bus. Ind. 25, No. 6, 737-768 (2009). Reviewer: A. D. Borisenko (Kyïv) MSC: 62M05 60J20 68P10 68T05 PDF BibTeX XML Cite \textit{H. C. Ozmutlu}, Appl. Stoch. Models Bus. Ind. 25, No. 6, 737--768 (2009; Zbl 1224.62033) Full Text: DOI
Luo, Xiangfeng; Yu, Zhian; Hu, Qingliang; Chen, Bo A coding and location algorithm of knowledge map. (Chinese. English summary) Zbl 1150.68370 J. Shanghai Univ., Nat. Sci. 13, No. 5, 605-610 (2007). MSC: 68P30 PDF BibTeX XML Cite \textit{X. Luo} et al., J. Shanghai Univ., Nat. Sci. 13, No. 5, 605--610 (2007; Zbl 1150.68370)
Esteban, Alberto Díaz Integrating multilingual text classification tasks and user modeling in personalized newspaper services. (English) Zbl 0986.68821 Bauer, Mathias (ed.) et al., User modeling 2001. 8th international conference, UM 2001, Sonthofen, Germany, July 13-17, 2001. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 2109, 268-270 (2001). MSC: 68U99 68T05 PDF BibTeX XML Cite \textit{A. D. Esteban}, Lect. Notes Comput. Sci. 2109, 268--270 (2001; Zbl 0986.68821) Full Text: Link
de Buenaga Rodríguez, Manuel; López, Manuel J. Maña; Esteban, Alberto Díaz; Gómez-Navarro, Pablo Gervás A user model based on content analysis for the intelligent personalization of a news service. (English) Zbl 0986.68835 Bauer, Mathias (ed.) et al., User modeling 2001. 8th international conference, UM 2001, Sonthofen, Germany, July 13-17, 2001. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 2109, 216-218 (2001). MSC: 68U99 68T05 PDF BibTeX XML Cite \textit{M. de Buenaga Rodríguez} et al., Lect. Notes Comput. Sci. 2109, 216--218 (2001; Zbl 0986.68835) Full Text: Link