Théo Trouillon
Théo Trouillon
Research Scientist at Odit-e
Adresse e-mail validée de odit-e.com
TitreCitée parAnnée
Complex embeddings for simple link prediction
T Trouillon, J Welbl, S Riedel, É Gaussier, G Bouchard
International Conference on Machine Learning (ICML) 48, 2071-2080, 2016
3882016
Fast and efficient estimation of individual ancestry coefficients
E Frichot, F Mathieu, T Trouillon, G Bouchard, O François
Genetics 196 (4), 973-983, 2014
2142014
Knowledge Graph Completion via Complex Tensor Factorization
T Trouillon, CR Dance, J Welbl, S Riedel, É Gaussier, G Bouchard
Journal of Machine Learning Research 18 (130), 1-38, 2017
582017
On approximate reasoning capabilities of low-rank vector spaces
G Bouchard, S Singh, T Trouillon
2015 AAAI Spring Symposium Series, 2015
432015
Complex and holographic embeddings of knowledge graphs: a comparison
T Trouillon, M Nickel
International Workshop on Statistical Relational AI, 2017
162017
Accelerating stochastic gradient descent via online learning to sample
G Bouchard, T Trouillon, J Perez, A Gaidon
arXiv preprint arXiv:1506.09016, 2015
152015
Online learning to sample
G Bouchard, T Trouillon, J Perez, A Gaidon
arXiv preprint arXiv:1506.09016, 2015
112015
On inductive abilities of latent factor models for relational learning
T Trouillon, É Gaussier, CR Dance, G Bouchard
Journal of Artificial Intelligence Research 64, 21-53, 2019
62019
Decomposing real square matrices via unitary diagonalization
T Trouillon, CR Dance, É Gaussier, G Bouchard
arXiv preprint arXiv:1605.07103, 2016
22016
Complex-Valued Embedding Models for Knowledge Graphs
T Trouillon
PhD Thesis at Univ. Grenoble Alpes, 2017
2017
Méthodes d'apprentissage statistique pour l'analyse de données génétiques TIMC-IMAG
T TROUILLON, O FRANÇOIS
2012
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