Théo Trouillon

According to our database, Théo Trouillon authored at least 7 papers between 2015 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

On Inductive Abilities of Latent Factor Models for Relational Learning.

Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard

J. Artif. Intell. Res., 2019

2017

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

Théo Trouillon

PhD thesis, 2017

Knowledge Graph Completion via Complex Tensor Factorization.

Théo Trouillon, Christopher R. Dance, Éric Gaussier, Johannes Welbl, Sebastian Riedel, Guillaume Bouchard

J. Mach. Learn. Res., 2017

Complex and Holographic Embeddings of Knowledge Graphs: A Comparison.

Théo Trouillon, Maximilian Nickel

CoRR, 2017

2016

Complex Embeddings for Simple Link Prediction.

Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Accelerating Stochastic Gradient Descent via Online Learning to Sample.

Guillaume Bouchard, Théo Trouillon, Julien Perez, Adrien Gaidon

CoRR, 2015

On Approximate Reasoning Capabilities of Low-Rank Vector Spaces.

Guillaume Bouchard, Sameer Singh, Théo Trouillon

Proceedings of the 2015 AAAI Spring Symposia, 2015