Théo Trouillon

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 7

Top Topics

Relational Learning

Tensor Factorization

Link Prediction

Latent Factor Models

Top Venues

AAAI Spring Symposia

J. Mach. Learn. Res.

J. Artif. Intell. Res.

Grenoble Alpes University, France (PHD)

Education History

Grenoble Alpes University, France

PHD

Publications

Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard
On Inductive Abilities of Latent Factor Models for Relational Learning. J. Artif. Intell. Res. 64 (2019)
Théo Trouillon, Christopher R. Dance, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard
Knowledge Graph Completion via Complex Tensor Factorization. CoRR (2017)
Théo Trouillon, Maximilian Nickel
Complex and Holographic Embeddings of Knowledge Graphs: A Comparison. CoRR (2017)
Théo Trouillon, Christopher R. Dance, Éric Gaussier, Johannes Welbl, Sebastian Riedel, Guillaume Bouchard
Knowledge Graph Completion via Complex Tensor Factorization. J. Mach. Learn. Res. 18 (2017)
Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard
On Inductive Abilities of Latent Factor Models for Relational Learning. CoRR (2017)
Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard
Complex Embeddings for Simple Link Prediction. CoRR (2016)
Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard
Complex Embeddings for Simple Link Prediction. ICML (2016)
Guillaume Bouchard, Sameer Singh, Théo Trouillon
On Approximate Reasoning Capabilities of Low-Rank Vector Spaces. AAAI Spring Symposia (2015)
Guillaume Bouchard, Théo Trouillon, Julien Perez, Adrien Gaidon
Accelerating Stochastic Gradient Descent via Online Learning to Sample. CoRR (2015)