Alberto García-Durán
Alberto García-Durán
Atinary Technologies
Verified email at atinary.com
Title
Cited by
Cited by
Year
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
38122013
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
2402016
Learning graph representations with embedding propagation
A Garcia Duran, M Niepert
Advances in neural information processing systems 30, 5119-5130, 2017
1172017
Composing relationships with translations
A Garcia-Duran, A Bordes, N Usunier
CNRS, Heudiasyc, 2015
902015
Learning sequence encoders for temporal knowledge graph completion
A García-Durán, S Dumančić, M Niepert
arXiv preprint arXiv:1809.03202, 2018
842018
Translating embeddings for modeling multi-relational data [C]
A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko
Advances in neural information processing systems 26, 2787-2795, 2013
812013
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
552017
Combining two and three-way embedding models for link prediction in knowledge bases
A García-Durán, A Bordes, N Usunier, Y Grandvalet
Journal of Artificial Intelligence Research 55, 715-742, 2016
482016
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
452014
Irreflexive and hierarchical relations as translations
A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko
arXiv preprint arXiv:1304.7158, 2013
312013
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
282019
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
202015
Transrev: Modeling reviews as translations from users to items
A Garcia-Duran, R Gonzalez, D Onoro-Rubio, M Niepert, H Li
Advances in Information Retrieval 12035, 234, 2020
192020
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
182017
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
132018
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
A comparative study of distributional and symbolic paradigms for relational learning
S Dumancic, A Garcia-Duran, M Niepert
arXiv preprint arXiv:1806.11391, 2018
62018
Learning representations of missing data for predicting patient outcomes
B Malone, A Garcia-Duran, M Niepert
arXiv preprint arXiv:1811.04752, 2018
52018
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
Network data monetization using Net2Vec
R Gonzalez, A Garcia-Duran, F Manco, M Niepert, P Vallina
Proceedings of the SIGCOMM Posters and Demos, 37-39, 2017
42017
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