{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:16:34Z","timestamp":1750306594415,"version":"3.41.0"},"publisher-location":"Republic and Canton of Geneva, Switzerland","reference-count":39,"publisher":"International World Wide Web Conferences Steering Committee","license":[{"start":{"date-parts":[[2015,5,18]],"date-time":"2015-05-18T00:00:00Z","timestamp":1431907200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSFC","award":["61373092 61033013"],"award-info":[{"award-number":["61373092 61033013"]}]},{"name":"National Grant Fundamental Research (973 Program) of China","award":["2014CB340304"],"award-info":[{"award-number":["2014CB340304"]}]},{"name":"Hong Kong RGC project","award":["620812"],"award-info":[{"award-number":["620812"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2015,5,18]]},"DOI":"10.1145\/2736277.2741106","type":"proceedings-article","created":{"date-parts":[[2016,2,5]],"date-time":"2016-02-05T20:37:12Z","timestamp":1454704632000},"page":"669-679","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["Scalable Parallel EM Algorithms for Latent Dirichlet Allocation in Multi-Core Systems"],"prefix":"10.1145","author":[{"given":"Xiaosheng","family":"Liu","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Soochow University, Suzhou 215006, China, Suzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jia","family":"Zeng","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Soochow University, Suzhou 215006, China &amp; Huawei Noah's Ark Lab, Hong Kong, Suzhou , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xi","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Soochow University, Suzhou 215006, China, Suzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianfeng","family":"Yan","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Soochow University, Suzhou 215006, China, Suzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Yang","sequence":"additional","affiliation":[{"name":"Huawei Noah's Ark Lab, Hong Kong &amp; Department of Computer Science and Engineering, Hong Kong University of Science and Technolog, Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2015,5,18]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124312"},{"key":"e_1_3_2_1_2_1","first-page":"27","volume-title":"UAI","author":"Asuncion A.","year":"2009","unstructured":"A. Asuncion , M. Welling , P. Smyth , and Y. W. Teh . On smoothing and inference for topic models . In UAI , pages 27 -- 34 , 2009 . A. Asuncion, M. Welling, P. Smyth, and Y. W. Teh. On smoothing and inference for topic models. In UAI, pages 27--34, 2009."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2133806.2133826"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944937"},{"key":"e_1_3_2_1_5_1","first-page":"1727","volume-title":"NIPS","author":"Broderick T.","year":"2013","unstructured":"T. Broderick , N. Boyd , A. Wibisono , A. C. Wilson , and M. I. Jordan . Streaming variational bayes . In NIPS , pages 1727 -- 1735 , 2013 . T. Broderick, N. Boyd, A. Wibisono, A. C. Wilson, and M. I. Jordan. Streaming variational bayes. In NIPS, pages 1727--1735, 2013."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2009.00698.x"},{"key":"e_1_3_2_1_7_1","volume-title":"Bayesian latent semantic analysis of multimedia databases. Technical report","author":"de Freitas N.","year":"2001","unstructured":"N. de Freitas and K. Barnard . Bayesian latent semantic analysis of multimedia databases. Technical report , University of British Columbia , 2001 . N. de Freitas and K. Barnard. Bayesian latent semantic analysis of multimedia databases. Technical report, University of British Columbia, 2001."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1977.tb01600.x"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487697"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0307752101"},{"key":"e_1_3_2_1_11_1","first-page":"856","volume-title":"NIPS","author":"Hoffman M.","year":"2010","unstructured":"M. Hoffman , D. Blei , and F. Bach . Online learning for latent Dirichlet allocation . In NIPS , pages 856 -- 864 , 2010 . M. Hoffman, D. Blei, and F. Bach. Online learning for latent Dirichlet allocation. In NIPS, pages 856--864, 2010."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2566486.2567965"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623756"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.5555\/1620754.1620843"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961198"},{"key":"e_1_3_2_1_16_1","volume-title":"ICML","author":"Mimno D.","year":"2012","unstructured":"D. Mimno , M. D. Hoffman , and D. M. Blei . Sparse stochastic inference for latent Dirichlet allocation . In ICML , 2012 . D. Mimno, M. D. Hoffman, and D. M. Blei. Sparse stochastic inference for latent Dirichlet allocation. In ICML, 2012."},{"key":"e_1_3_2_1_17_1","volume-title":"Machine Learning: A Probabilistic Perspective","author":"Murphy K. P.","year":"2012","unstructured":"K. P. Murphy . Machine Learning: A Probabilistic Perspective . The MIT Press , 2012 . K. P. Murphy. Machine Learning: A Probabilistic Perspective. The MIT Press, 2012."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.5555\/308574.308679"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/1577069.1755845"},{"key":"e_1_3_2_1_20_1","first-page":"693","volume-title":"NIPS","author":"Niu F.","year":"2011","unstructured":"F. Niu , B. Recht , C. Re , and S. J. Wright . HOGWILD!: A lock-free approach to parallelizing stochastic gradient descent . In NIPS , pages 693 -- 701 , 2011 . F. Niu, B. Recht, C. Re, and S. J. Wright. HOGWILD!: A lock-free approach to parallelizing stochastic gradient descent. In NIPS, pages 693--701, 2011."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401960"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729586"},{"key":"e_1_3_2_1_23_1","volume-title":"ICML","author":"Ahn B. S. S.","year":"2014","unstructured":"B. S. S. Ahn and M. Welling . Distributed stochastic gradient mcmc . In ICML , 2014 . B. S. S. Ahn and M. Welling. Distributed stochastic gradient mcmc. In ICML, 2014."},{"key":"e_1_3_2_1_24_1","volume-title":"Minimizing finite sums with the stochastic average gradient. CoRR, abs\/1309.2388","author":"Schmidt M. W.","year":"2013","unstructured":"M. W. Schmidt , N. L. Roux , and F. Bach . Minimizing finite sums with the stochastic average gradient. CoRR, abs\/1309.2388 , 2013 . M. W. Schmidt, N. L. Roux, and F. Bach. Minimizing finite sums with the stochastic average gradient. CoRR, abs\/1309.2388, 2013."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.14778\/1920841.1920931"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.21236\/ADA629956"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02158-9_26"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2700497"},{"key":"e_1_3_2_1_29_1","first-page":"2134","volume-title":"NIPS","author":"Yan F.","year":"2009","unstructured":"F. Yan , N. Xu , and Y. Qi . Parallel inference for latent Dirichlet allocation on graphics processing units . In NIPS , pages 2134 -- 2142 , 2009 . F. Yan, N. Xu, and Y. Qi. Parallel inference for latent Dirichlet allocation on graphics processing units. In NIPS, pages 2134--2142, 2009."},{"key":"e_1_3_2_1_30_1","volume-title":"Towards big topic modeling. page arXiv:1311.4150","author":"Yan J.-F.","year":"2013","unstructured":"J.-F. Yan , J. Zeng , Z.-Q. Liu , and Y. Gao . Towards big topic modeling. page arXiv:1311.4150 , 2013 . J.-F. Yan, J. Zeng, Z.-Q. Liu, and Y. Gao. Towards big topic modeling. page arXiv:1311.4150, 2013."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557121"},{"key":"e_1_3_2_1_32_1","volume-title":"LightLDA: Big topic models on modest compute clusters. page arXiv:1412.1576 {stat.ML}","author":"Yuan J.","year":"2014","unstructured":"J. Yuan , F. Gao , Q. Ho , W. Dai , J. Wei , X. Zheng , E. P. Xing , T.-Y. Liu , and W.-Y. Ma . LightLDA: Big topic models on modest compute clusters. page arXiv:1412.1576 {stat.ML} , 2014 . J. Yuan, F. Gao, Q. Ho, W. Dai, J. Wei, X. Zheng, E. P. Xing, T.-Y. Liu, and W.-Y. Ma. LightLDA: Big topic models on modest compute clusters. page arXiv:1412.1576 {stat.ML}, 2014."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.14778\/2732967.2732973"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.5555\/2503308.2503314"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.185"},{"key":"e_1_3_2_1_36_1","volume-title":"A new approach to speeding up topic modeling. page arXiv:1204.0170 {cs.LG}","author":"Zeng J.","year":"2012","unstructured":"J. Zeng , Z.-Q. Liu , and X.-Q. Cao . A new approach to speeding up topic modeling. page arXiv:1204.0170 {cs.LG} , 2012 . J. Zeng, Z.-Q. Liu, and X.-Q. Cao. A new approach to speeding up topic modeling. page arXiv:1204.0170 {cs.LG}, 2012."},{"key":"e_1_3_2_1_37_1","volume-title":"Online belief propagation for topic modeling. arXiv:1210.2179 {cs.LG}","author":"Zeng J.","year":"2012","unstructured":"J. Zeng , Z.-Q. Liu , and X.-Q. Cao . Online belief propagation for topic modeling. arXiv:1210.2179 {cs.LG} , 2012 . J. Zeng, Z.-Q. Liu, and X.-Q. Cao. Online belief propagation for topic modeling. arXiv:1210.2179 {cs.LG}, 2012."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187955"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507164"}],"event":{"name":"WWW '15: 24th International World Wide Web Conference","sponsor":["IW3C2 International World Wide Web Conference Committee","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"],"location":"Florence Italy","acronym":"WWW '15"},"container-title":["Proceedings of the 24th International Conference on World Wide Web"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2736277.2741106","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2736277.2741106","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T06:16:37Z","timestamp":1750227397000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2736277.2741106"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,5,18]]},"references-count":39,"alternative-id":["10.1145\/2736277.2741106","10.5555\/2736277"],"URL":"https:\/\/doi.org\/10.1145\/2736277.2741106","relation":{},"subject":[],"published":{"date-parts":[[2015,5,18]]},"assertion":[{"value":"2015-05-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}