Ioannis Tsochantaridis
Ioannis Tsochantaridis
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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
Support vector machines for multiple-instance learning
S Andrews, I Tsochantaridis, T Hofmann
Advances in neural information processing systems, 577-584, 2003
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
Hidden markov support vector machines
Y Altun, I Tsochantaridis, T Hofmann
Proceedings of the 20th International Conference on Machine Learning, 2003
Statistical machine translation for query expansion in answer retrieval
S Riezler, A Vasserman, I Tsochantaridis, VO Mittal, Y Liu
Proceedings of the 45th Annual Meeting of the Association of Computational …, 2007
Topic-based document segmentation with probabilistic latent semantic analysis
T Brants, F Chen, I Tsochantaridis
Proceedings of the eleventh international conference on Information and …, 2002
Multiple instance learning with generalized support vector machines
S Andrews, T Hofmann, I Tsochantaridis
AAAI/IAAI, 943-944, 2002
Systems and methods for determining the topic structure of a portion of text
FC Ioannis Tsochantaridis, Thorsten Brants
US Patent 7,130,837, 2006
Methods, apparatus, and program products for performing incremental probabilistic latent semantic analysis
TH Brants, I Tsochantaridis, T Hofmann, FR Chen
US Patent 7,529,765, 2009
Support vector machine learning for interdependent and structured output spaces
Y Altun, T Hofmann, I Tsochantaridis
Predicting structured data; Edited by Hofmann, T; Schölkopf, B; Smola, AJ …, 2007
Scoring candidate answer passages
SD Baker, S Venkatachary, RA Brennan, P Bjornsson, Y Liu, H Shemtov, ...
US Patent 9,940,367, 2018
Support vector machines for polycategorical classification
I Tsochantaridis, T Hofmann
European Conference on Machine Learning, 456-467, 2002
Efficient methods for computing investment strategies for multi-market commodity trading
M Hauskrecht, L Ortiz, I Tsochantaridis, E Upfal
Applied Artificial Intelligence 15 (5), 429-452, 2001
Real-Time Sign Language Detection using Human Pose Estimation
A Moryossef, I Tsochantaridis, R Aharoni, S Ebling, S Narayanan
arXiv preprint arXiv:2008.04637, 2020
Relevance determination and summary generation for news objects
E Alfonseca, Y Altun, M Ciaramita, JY Delort, E Filippova, T Hofmann, ...
US Patent 9,881,077, 2018
Computing Global Strategies for Multi-Market Commodity Trading.
M Hauskrecht, LE Ortiz, I Tsochantaridis, E Upfal
AIPS, 159-166, 2000
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