Théo Trouillon

Alliance Université-Entreprise de Grenoble — France

Computer Science · Physical Sciences

7h-index2.4kcitations14works0.02yr avg
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Research Topics

Advanced Graph Neural Networks(6), Topic Modeling(3), Complex Network Analysis Techniques(2), Optimal Power Flow Distribution(2), Genetic and phenotypic traits in livestock(2)

Publications14 total

Impact of flexibility on low-voltage networks’ hosting capacity – Belgium experimentation
CIRED - Open Access Proceedings Journal·2020· 4 citedOpen Access
Low-voltage network topology identification for better flexibility planning – Portugal experiment
CIRED - Open Access Proceedings Journal·2020· 1 citedOpen Access
On Inductive Abilities of Latent Factor Models for Relational Learning
Journal of Artificial Intelligence Research·2019· 2 citedOpen Access
Complex-Valued Embedding Models for Knowledge Graphs
theses.fr (ABES)·2017Open Access
Complex and Holographic Embeddings of Knowledge Graphs: A Comparison
arXiv (Cornell University)·2017· 22 citedOpen Access
Knowledge Graph Completion via Complex Tensor Factorization
arXiv (Cornell University)·2017· 43 citedOpen Access
Knowledge graph completion via complex tensor factorization
arXiv (Cornell University)·2017· 207 citedOpen Access
Complex Embeddings for Simple Link Prediction
arXiv (Cornell University)·2016· 1.1k citedOpen Access
Decomposing Real Square Matrices via Unitary Diagonalization
arXiv (Cornell University)·2016· 4 citedOpen Access
Online Learning to Sample
arXiv (Cornell University)·2015· 18 citedOpen Access
Accelerating Stochastic Gradient Descent via Online Learning to Sample
arXiv (Cornell University)·2015· 7 citedOpen Access
Fast and Efficient Estimation of Individual Ancestry Coefficients
Genetics·2014· 911 citedOpen Access
Fast Inference of Admixture Coefficients Using Sparse Non-negative\n Matrix Factorization Algorithms
arXiv (Cornell University)·2013· 1 citedOpen Access
Fast Inference of Admixture Coefficients Using Sparse Non-negative Matrix Factorization Algorithms
arXiv (Cornell University)·2013· 3 citedOpen Access

Frequent Co-authors

Guillaume Bouchard(10), Éric Gaussier(5), Christopher R. Dance(4), Johannes Welbl(3), Sebastian Riedel(3), Éric Frichot(3), François Mathieu(3), Olivier François(3), Julien Pérez(2), Adrien Gaidon(2), Rémi Pellerej(2), Clémentine Benoit(2), Maximilian Nickel(1), Quentin Garnier(1), Alain Versyp(1), Cédric Debontride(1), Álvaro Puertas de la Morena(1), Marco Barbaro(1), Ricardo Jorge Santos(1)