Optimization with Sparsity-Inducing Penalties, Machine Learning, pp.1-106, 2011. ,
DOI : 10.1561/2200000015
URL : https://hal.archives-ouvertes.fr/hal-00613125
A semantic matching energy function for learning with multi-relational data, Machine Learning, 2012. ,
DOI : 10.1007/s10994-013-5363-6
URL : https://hal.archives-ouvertes.fr/hal-00835282
Large scale online learning, Advances in Neural Information Processing Systems, pp.217-224, 2004. ,
Probabilistic models for incomplete multi-dimensional arrays, Journal of Machine Learning Research -Proceedings Track, vol.5, pp.89-96, 2009. ,
Natural language processing (almost) from scratch, JMLR, vol.12, pp.2493-2537, 2011. ,
The detection of patterns in Alyawarra nonverbal behavior, 1973. ,
Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning), 2007. ,
PARAFAC: Parallel factor analysis, Computational Statistics & Data Analysis, vol.18, issue.1, pp.39-72, 1994. ,
DOI : 10.1016/0167-9473(94)90132-5
Learning systems of concepts with an infinite relational model, Proc. of AAAI, pp.381-388, 2006. ,
Statistical predicate invention, Proceedings of the 24th international conference on Machine learning, ICML '07, pp.433-440, 2007. ,
DOI : 10.1145/1273496.1273551
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.143.4617
A large subcategorization lexicon for natural language processing applications, Proceedings of LREC, 2006. ,
An Upper-Level Ontology for the Biomedical Domain, Comparative and Functional Genomics, vol.28, issue.1, pp.80-88, 2003. ,
DOI : 10.1002/cfg.255
WordNet: a lexical database for English, Communications of the ACM, vol.38, issue.11, pp.39-41, 1995. ,
DOI : 10.1145/219717.219748
Nonparametric latent feature models for link prediction, Advances in Neural Information Processing Systems 22, pp.1276-1284, 2009. ,
A three-way model for collective learning on multi-relational data, Proceedings of the 28th Intl Conf. on Mach. Learn, pp.809-816, 2011. ,
Factorizing YAGO, Proceedings of the 21st international conference on World Wide Web, WWW '12, pp.271-280, 2012. ,
DOI : 10.1145/2187836.2187874
Estimation and Prediction for Stochastic Blockstructures, Journal of the American Statistical Association, vol.96, issue.455, pp.1077-1087, 2001. ,
DOI : 10.1198/016214501753208735
Learning distributed representations of concepts using linear relational embedding, IEEE Transactions on Knowledge and Data Engineering, vol.13, issue.2, pp.232-244, 2001. ,
DOI : 10.1109/69.917563
WordNet::Similarity, Demonstration Papers at HLT-NAACL 2004 on XX, HLT-NAACL '04, pp.38-41, 2004. ,
DOI : 10.3115/1614025.1614037
Unsupervised ontology induction from text, Proceedings of the 48th Annual Meeting of the Association for Computl Linguistics, pp.296-305, 2010. ,
Dimensionality of nations project: Attributes of nations and behavior of nation dyads, ICPSR data file, pp.1950-1965, 1999. ,
Document summarization using conditional random fields, Proc. of the 20th Intl Joint Conf. on Artif. Intel, pp.2862-2867, 2007. ,
Relational learning via collective matrix factorization, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD 08, pp.650-658, 2008. ,
DOI : 10.1145/1401890.1401969
Modelling relational data using bayesian clustered tensor factorization, Adv. in Neur. Inf. Proc. Syst. 22, 2009. ,
Some mathematical notes on three-mode factor analysis, Psychometrika, vol.64, issue.3, pp.279-311, 1966. ,
DOI : 10.1007/BF02289464
Stochastic Blockmodels for Directed Graphs, Journal of the American Statistical Association, vol.4, issue.397, 1987. ,
DOI : 10.1080/01621459.1987.10478406
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.143.322
Verb similarity on the taxonomy of wordnet, Proceedings of GWC-06, pp.121-128, 2006. ,
Max-margin nonparametric latent feature models for link prediction, Proceedings of the 29th Intl Conference on Machine Learning, 2012. ,