Publications

M. Mahdi Shafiei, und Evangelos E. Milios. A Statistical Model for Topic Segmentation and Clustering.. In Sabine Bergler (Hrsg.), Canadian Conference on AI, (5032):283-295, Springer, 2008. [PUMA: models segment sota topic] URL

Ramnath Balasubramanyan, Bhavana Bharat Dalvi, und William W. Cohen. From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering.. In Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, und Filip Zelezný (Hrsg.), ECML/PKDD (2), (8189):628-642, Springer, 2013. [PUMA: learning models sota supervised topic toread] URL

D. M. Blei, T. L. Griffiths, M. I. Jordan, und J. B. Tenenbaum. Hierarchical topic models and the nested Chinese restaurant process. Advances in Neural Information Processing Systems 16, MIT Press, Cambridge, MA, 2004. [PUMA: hierarchical models sota topic]

Anna Goldenberg, Alice X Zheng, Stephen E Fienberg, und Edoardo M Airoldi. A survey of statistical network models. 2009. [PUMA: models network sota survey topic toread] URL

Jonathan Chang, und David M. Blei. Relational Topic Models for Document Networks.. In David A. Van Dyk, und Max Welling (Hrsg.), AISTATS, (5):81-88, JMLR.org, 2009. [PUMA: models sota topic toread] URL

Elena Zheleva, John Guiver, Eduarda Mendes Rodrigues, und Natasa Milić-Frayling. Statistical models of music-listening sessions in social media. Proceedings of the 19th international conference on World wide web, 1019--1028, ACM, New York, NY, USA, 2010. [PUMA: models music statistical toread] URL

Thomas Hofmann. Latent semantic models for collaborative filtering. ACM Trans. Inf. Syst., (22)1:89--115, ACM Press, New York, NY, USA, 2004. [PUMA: recommender collaborative filtering models semantic plsi latent]