Théo Trouillon

Complex-Valued Embedding Models for Knowledge Graphs

Théo Trouillon, Théo Trouillon, 2017 .

Complex Embeddings for Simple Link Prediction

Guillaume Bouchard, Éric Gaussier, Sebastian Riedel, 2016, ICML.

On Approximate Reasoning Capabilities of Low-Rank Vector Spaces

Guillaume Bouchard, Sameer Singh, Théo Trouillon, 2015, AAAI Spring Symposia.

Complex and Holographic Embeddings of Knowledge Graphs: A Comparison pdf

Maximilian Nickel, Théo Trouillon, Théo Trouillon, 2017, ArXiv.

Fast and Efficient Estimation of Individual

Guillaume Bouchard, Olivier François, Théo Trouillon, 2014 .

Accelerating Stochastic Gradient Descent via Online Learning to Sample pdf

Guillaume Bouchard, Adrien Gaidon, Julien Perez, 2015, ArXiv.

Modèles d'embeddings à valeurs complexes pour les graphes de connaissances. (Complex-Valued Embedding Models for Knowledge Graphs)

Théo Trouillon, 2017 .

On Inductive Abilities of Latent Factor Models for Relational Learning pdf

Guillaume Bouchard, Éric Gaussier, Christopher R. Dance, 2017, J. Artif. Intell. Res..