Thomas Hofmann
Thomas Hofmann
Professor of Computer Science, ETH Zurich
Verified email at inf.ethz.ch - Homepage
Title
Cited by
Cited by
Year
Probabilistic latent semantic indexing
T Hofmann
Proceedings of the 22nd annual international ACM SIGIR conference on …, 1999
63431999
Unsupervised learning by probabilistic latent semantic analysis
T Hofmann
Machine learning 42 (1-2), 177-196, 2001
29812001
Probabilistic latent semantic analysis
T Hofmann
arXiv preprint arXiv:1301.6705, 2013
29732013
Large margin methods for structured and interdependent output variables
I Tsochantaridis, T Joachims, T Hofmann, Y Altun
Journal of machine learning research 6 (Sep), 1453-1484, 2005
23902005
Latent semantic models for collaborative filtering
T Hofmann
ACM Transactions on Information Systems (TOIS) 22 (1), 89-115, 2004
17532004
Support vector machines for multiple-instance learning
S Andrews, I Tsochantaridis, T Hofmann
Advances in neural information processing systems, 577-584, 2003
16662003
Support vector machine learning for interdependent and structured output spaces
I Tsochantaridis, T Hofmann, T Joachims, Y Altun
Proceedings of the twenty-first international conference on Machine learning …, 2004
16402004
Kernel methods in machine learning
T Hofmann, B Schölkopf, AJ Smola
The annals of statistics, 1171-1220, 2008
16152008
Beyond sliding windows: Object localization by efficient subwindow search
CH Lampert, MB Blaschko, T Hofmann
2008 IEEE conference on computer vision and pattern recognition, 1-8, 2008
9222008
Latent class models for collaborative filtering
T Hofmann, J Puzicha
IJCAI 99 (1999), 1999
6451999
Hidden Markov support vector machines
Y Altun, I Tsochantaridis, T Hofmann
Proceedings of the 20th international conference on machine learning (ICML …, 2003
6342003
Pairwise data clustering by deterministic annealing
T Hofmann, JM Buhmann
Ieee transactions on pattern analysis and machine intelligence 19 (1), 1-14, 1997
5911997
The missing link-a probabilistic model of document content and hypertext connectivity
DA Cohn, T Hofmann
Advances in neural information processing systems, 430-436, 2001
5892001
Collaborative filtering via gaussian probabilistic latent semantic analysis
T Hofmann
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
5432003
System and method for personalized search, information filtering, and for generating recommendations utilizing statistical latent class models
T Hofmann, JC Puzicha
US Patent 6,687,696, 2004
5222004
Unifying collaborative and content-based filtering
J Basilico, T Hofmann
Proceedings of the twenty-first international conference on Machine learning, 9, 2004
4642004
Efficient subwindow search: A branch and bound framework for object localization
CH Lampert, MB Blaschko, T Hofmann
IEEE transactions on pattern analysis and machine intelligence 31 (12), 2129 …, 2009
4492009
Hierarchical document categorization with support vector machines
L Cai, T Hofmann
Proceedings of the thirteenth ACM international conference on Information …, 2004
4462004
System and method for personalized search, information filtering, and for generating recommendations utilizing statistical latent class models
T Hofmann, JC Puzicha
US Patent 7,328,216, 2008
3562008
Non-parametric similarity measures for unsupervised texture segmentation and image retrieval
J Puzicha, T Hofmann, JM Buhmann
Proceedings of IEEE Computer Society Conference on Computer Vision and …, 1997
3411997
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