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Alberto García-Durán
Alberto García-Durán
Atinary Technologies
atinary.com의 이메일 확인됨
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Translating embeddings for modeling multi-relational data
A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko
Advances in neural information processing systems 26, 2013
48002013
Generating factoid questions with recurrent neural networks: The 30m factoid question-answer corpus
IV Serban, A García-Durán, C Gulcehre, S Ahn, S Chandar, A Courville, ...
arXiv preprint arXiv:1603.06807, 2016
2572016
Learning graph representations with embedding propagation
A Garcia Duran, M Niepert
Advances in neural information processing systems 30, 2017
1352017
Learning sequence encoders for temporal knowledge graph completion
A García-Durán, S Dumančić, M Niepert
arXiv preprint arXiv:1809.03202, 2018
1262018
Composing relationships with translations
A García-Durán, A Bordes, N Usunier
CNRS, Heudiasyc, 2015
922015
Kblrn: End-to-end learning of knowledge base representations with latent, relational, and numerical features
A García-Durán, M Niepert
arXiv preprint arXiv:1709.04676, 2017
632017
Combining two and three-way embedding models for link prediction in knowledge bases
A Garcia-Duran, A Bordes, N Usunier, Y Grandvalet
Journal of Artificial Intelligence Research 55, 715-742, 2016
542016
Effective blending of two and three-way interactions for modeling multi-relational data
A García-Durán, A Bordes, N Usunier
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
502014
MMKG: multi-modal knowledge graphs
Y Liu, H Li, A Garcia-Duran, M Niepert, D Onoro-Rubio, DS Rosenblum
European Semantic Web Conference, 459-474, 2019
422019
Irreflexive and hierarchical relations as translations
A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko
arXiv preprint arXiv:1304.7158, 2013
312013
Net2Vec: Deep learning for the network
R Gonzalez, F Manco, A Garcia-Duran, J Mendes, F Huici, S Niccolini, ...
Proceedings of the Workshop on Big Data Analytics and Machine Learning for …, 2017
222017
TransRev: Modeling Reviews as Translations from Users to Items
A Garcia-Duran, R Gonzalez, D Onoro-Rubio, M Niepert, H Li
European Conference on Information Retrieval, 234-248, 2020
212020
Combining two and three-way embeddings models for link prediction in knowledge bases
A Garcia-Duran, A Bordes, N Usunier, Y Grandvalet
arXiv preprint arXiv:1506.00999, 2015
212015
Knowledge graph completion to predict polypharmacy side effects
B Malone, A García-Durán, M Niepert
International conference on data integration in the life sciences, 144-149, 2018
162018
Representation learning for visual-relational knowledge graphs
D Oñoro-Rubio, M Niepert, A García-Durán, R González-Sánchez, ...
arXiv preprint arXiv:1709.02314, 2017
132017
Learning numerical attributes in knowledge bases
B Kotnis, A García-Durán
Automated Knowledge Base Construction (AKBC), 2018
82018
A comparative study of distributional and symbolic paradigms for relational learning
S Dumancic, A García-Durán, M Niepert
arXiv preprint arXiv:1806.11391, 2018
82018
Learning representations of missing data for predicting patient outcomes
B Malone, A Garcia-Duran, M Niepert
arXiv preprint arXiv:1811.04752, 2018
72018
Towards a spectrum of graph convolutional networks
M Niepert, A Garcia-Duran
2018 IEEE Data Science Workshop (DSW), 244-248, 2018
42018
Answering visual-relational queries in web-extracted knowledge graphs
D Oñoro-Rubio, M Niepert, A García-Durán, R González, RJ López-Sastre
arXiv preprint arXiv:1709.02314, 2017
42017
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