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ORCIDAlberto García-Durán
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2020 – today
- 2022
[j2]Manuel Leone, Stefano Huber, Akhil Arora, Alberto García-Durán, Robert West:
A Critical Re-evaluation of Neural Methods for Entity Alignment. Proc. VLDB Endow. 15(8): 1712-1725 (2022)- [c23]Alberto García-Durán, Akhil Arora, Robert West:
Efficient Entity Candidate Generation for Low-Resource Languages. LREC 2022: 6429-6438 - [c22]Akhil Arora, Martin Gerlach
, Tiziano Piccardi, Alberto García-Durán, Robert West:
Wikipedia Reader Navigation: When Synthetic Data Is Enough. WSDM 2022: 16-26 - [i19]Akhil Arora, Martin Gerlach, Tiziano Piccardi, Alberto García-Durán, Robert West:
Wikipedia Reader Navigation: When Synthetic Data Is Enough. CoRR abs/2201.00812 (2022) - [i18]Alberto García-Durán, Akhil Arora, Robert West:
Efficient Entity Candidate Generation for Low-Resource Languages. CoRR abs/2206.15163 (2022) - 2021
- [c21]Roberto Gonzalez, Claudio Soriente, Juan Miguel Carrascosa, Alberto García-Durán, Costas Iordanou, Mathias Niepert:
User profiling by network observers. CoNEXT 2021: 212-222 - [c20]Akhil Arora, Alberto García-Durán, Robert West:
Low-Rank Subspaces for Unsupervised Entity Linking. EMNLP (1) 2021: 8037-8054 - [c19]Alberto García-Durán, Robert West:
Recursive Input and State Estimation: a General Framework for Learning from Time Series With Missing Data. ICASSP 2021: 3535-3539 - [c18]Eda Bayram, Alberto García-Durán, Robert West:
Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation. ICASSP 2021: 3590-3594 - [i17]Alberto García-Durán, Robert West:
Recursive input and state estimation: A general framework for learning from time series with missing data. CoRR abs/2104.08556 (2021) - [i16]Akhil Arora, Alberto García-Durán, Robert West:
Low-rank Subspaces for Unsupervised Entity Linking. CoRR abs/2104.08737 (2021) - 2020
- [c17]Alberto García-Durán, Roberto Gonzalez, Daniel Oñoro-Rubio, Mathias Niepert, Hui Li:
TransRev: Modeling Reviews as Translations from Users to Items. ECIR (1) 2020: 234-248 - [i15]Eda Bayram, Alberto García-Durán, Robert West:
Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation. CoRR abs/2011.05301 (2020)
2010 – 2019
- 2019
- [c16]Bhushan Kotnis, Alberto García-Durán:
Learning Numerical Attributes in Knowledge Bases. AKBC 2019 - [c15]Daniel Oñoro-Rubio, Mathias Niepert, Alberto García-Durán, Roberto Gonzalez-Sanchez, Roberto Javier López-Sastre:
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs. AKBC 2019 - [c14]Ye Liu, Hui Li, Alberto García-Durán, Mathias Niepert, Daniel Oñoro-Rubio, David S. Rosenblum:
MMKG: Multi-modal Knowledge Graphs. ESWC 2019: 459-474 - [c13]Sebastijan Dumancic, Alberto García-Durán, Mathias Niepert:
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning. IJCAI 2019: 6088-6094 - [i14]Ye Liu, Hui Li, Alberto García-Durán, Mathias Niepert, Daniel Oñoro-Rubio, David S. Rosenblum:
MMKG: Multi-Modal Knowledge Graphs. CoRR abs/1903.05485 (2019) - 2018
- [c12]Brandon M. Malone, Alberto García-Durán, Mathias Niepert:
Knowledge Graph Completion to Predict Polypharmacy Side Effects. DILS 2018: 144-149 - [c11]Mathias Niepert, Alberto García-Durán:
Towards a Spectrum of Graph Convolutional Networks. DSW 2018: 244-248 - [c10]Alberto García-Durán, Sebastijan Dumancic, Mathias Niepert:
Learning Sequence Encoders for Temporal Knowledge Graph Completion. EMNLP 2018: 4816-4821 - [c9]Alberto García-Durán, Mathias Niepert:
KBlrn: End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features. UAI 2018: 372-381 - [i13]Alberto García-Durán, Roberto Gonzalez, Daniel Oñoro-Rubio, Mathias Niepert, Hui Li:
TransRev: Modeling Reviews as Translations from Users to Items. CoRR abs/1801.10095 (2018) - [i12]Mathias Niepert, Alberto García-Durán:
Towards a Spectrum of Graph Convolutional Networks. CoRR abs/1805.01837 (2018) - [i11]Sebastijan Dumancic, Alberto García-Durán, Mathias Niepert:
On embeddings as an alternative paradigm for relational learning. CoRR abs/1806.11391 (2018) - [i10]Alberto García-Durán, Sebastijan Dumancic, Mathias Niepert:
Learning Sequence Encoders for Temporal Knowledge Graph Completion. CoRR abs/1809.03202 (2018) - [i9]Brandon M. Malone, Alberto García-Durán, Mathias Niepert:
Knowledge Graph Completion to Predict Polypharmacy Side Effects. CoRR abs/1810.09227 (2018) - [i8]Brandon M. Malone, Alberto García-Durán, Mathias Niepert:
Learning Representations of Missing Data for Predicting Patient Outcomes. CoRR abs/1811.04752 (2018) - 2017
- [c8]Alberto García-Durán, Mathias Niepert:
Learning Graph Representations with Embedding Propagation. NIPS 2017: 5119-5130 - [c7]Roberto Gonzalez, Filipe Manco, Alberto García-Durán, Jose Mendes, Felipe Huici, Saverio Niccolini, Mathias Niepert:
Net2Vec: Deep Learning for the Network. Big-DAMA@SIGCOMM 2017: 13-18 - [c6]Roberto Gonzalez, Alberto García-Durán, Filipe Manco, Mathias Niepert, Pelayo Vallina:
Network Data Monetization Using Net2Vec. SIGCOMM Posters and Demos 2017: 37-39 - [i7]Roberto Gonzalez, Filipe Manco, Alberto García-Durán, Jose Mendes, Felipe Huici, Saverio Niccolini, Mathias Niepert:
Net2Vec: Deep Learning for the Network. CoRR abs/1705.03881 (2017) - [i6]Daniel Oñoro-Rubio, Mathias Niepert, Alberto García-Durán, Roberto Gonzalez, Roberto Javier López-Sastre:
Representation Learning for Visual-Relational Knowledge Graphs. CoRR abs/1709.02314 (2017) - [i5]Alberto García-Durán, Mathias Niepert:
KBLRN : End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features. CoRR abs/1709.04676 (2017) - [i4]Alberto García-Durán, Mathias Niepert:
Learning Graph Representations with Embedding Propagation. CoRR abs/1710.03059 (2017) - 2016
- [j1]Alberto García-Durán, Antoine Bordes, Nicolas Usunier, Yves Grandvalet:
Combining Two and Three-Way Embedding Models for Link Prediction in Knowledge Bases. J. Artif. Intell. Res. 55: 715-742 (2016) - [c5]Iulian Vlad Serban, Alberto García-Durán, Çaglar Gülçehre, Sungjin Ahn, Sarath Chandar, Aaron C. Courville, Yoshua Bengio:
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus. ACL (1) 2016 - [i3]Iulian Vlad Serban, Alberto García-Durán, Çaglar Gülçehre, Sungjin Ahn, Sarath Chandar, Aaron C. Courville, Yoshua Bengio:
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus. CoRR abs/1603.06807 (2016) - 2015
- [c4]Alberto García-Durán, Antoine Bordes, Nicolas Usunier:
Composing Relationships with Translations. EMNLP 2015: 286-290 - [i2]Alberto García-Durán, Antoine Bordes, Nicolas Usunier, Yves Grandvalet:
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases. CoRR abs/1506.00999 (2015) - 2014
- [c3]Alberto García-Durán, Antoine Bordes, Nicolas Usunier:
Effective Blending of Two and Three-way Interactions for Modeling Multi-relational Data. ECML/PKDD (1) 2014: 434-449 - 2013
- [c2]Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko:
Translating Embeddings for Modeling Multi-relational Data. NIPS 2013: 2787-2795 - [i1]Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko:
Irreflexive and Hierarchical Relations as Translations. CoRR abs/1304.7158 (2013) - 2012
- [c1]Alberto García-Durán, Jerónimo Arenas-García, Dario García-García, Emilio Parrado-Hernández:
Music Genre Classification based on Dynamical Models. ICPRAM (2) 2012: 250-256
Coauthor Index
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