Publications

Daniel Ramage, David Hall, Ramesh Nallapati, und Christopher D. Manning. Labeled LDA: A Supervised Topic Model for Credit Attribution in Multi-labeled Corpora. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1, 248--256, Association for Computational Linguistics, Stroudsburg, PA, USA, 2009. [PUMA: lda model supervised topic toread] 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

Lars Backstrom, und Jure Leskovec. Supervised random walks: predicting and recommending links in social networks. Proceedings of the fourth ACM international conference on Web search and data mining, 635--644, ACM, New York, NY, USA, 2011. [PUMA: predicting random recommending supervised walks] URL

L. Backstrom, und J. Leskovec. Supervised Random Walks: Predicting and Recommending Links in Social Networks. 2010. [PUMA: predicting random recommending supervised toread walks] URL

Sugato Basu, Arindam Banerjee, und Raymond J. Mooney. Active Semi-Supervision for Pairwise Constrained Clustering. Proceedings of the SIAM International Conference on Data Mining, 333--344, Lake Buena Vista, FL, April 2004. [PUMA: active clustering semi supervised] URL

Xiaojin Zhu. Semi-Supervised Learning Literature Survey. 15302005. [PUMA: clustering learning semi supervised toread] URL

Lars Schmidt-Thieme. Compound Classification Models for Recommender Systems.. Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, 378-385, IEEE Computer Society, Houston, Texas, USA, 2005. [PUMA: recommender learning supervised] URL