Representation Learning

Apprentissage de Représentation d'Auteurs et de Documents. Gourru, A., Yadav, R., Velcin, J., EGC 2021

Gaussian Embedding of Linked Documents from a Pretrained Semantic Space. Gourru, A., Velcin, J., Jacques, J., IJCAI 2020

Document network projection in pretrained word embedding space. Gourru, A., Guille, A., Velcin, J., Jacques, J., ECIR 2020

New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding. Brochier, R., Gourru, A., Guille, A., Velcin, J., BIR@ECIR 2020

Tri-clustering pour données de comptage. Selosse, M., Gourru, A., Jacques, J., & Velcin, J., communication in JDS 2019

Document Network Projection in pretrained word embedding space. Gourru, A., Velcin J., E., Jacques J., Guille A., Poster in Workshop on Representation Learning For Complex Data 2019

Explainable AI

Behavioral Differences - Insights, Explanations and Comparisons of French and US Twitter Usage During Elections. Davidson, I., Gourru, A., Velcin J., Wue, Y., SNAM, 2019

The Cluster Description Problem - Complexity Results, Formulations and Approximations. Davidson, I., Gourru, A., Ravi, S., NeurIPS 2018

Readitopics: Make your topic models readable via labeling and browsing. Velcin, J., Gourru, A., Giry-Fouquet, E., Gravier, C., Roche, M., & Poncelet, P., IJCAI Demo 2018

United We Stand: Using Multiple Strategies for Topic Labeling. Gourru, A., Velcin, J., Roche, M., Gravier, C., & Poncelet, P., NLDB 2018

Community structure and information diffusion in social networks. Gourru, A., Giry-Fouquet, E., Davidson, I., & Velcin, J., Poster StatLearn 2018