Gradient Matching for Domain Generalization
Yuge Shi, Jeffrey Seely, Philip H.S. Torr, N. Siddharth, Awni Hannun, Nicolas Usunier, Gabriel Synnaeve
People
Nicolas Usunier
Research Scientist
I joined Meta as a Research Scientist in March 2015. I received my PhD in Machine Learning from Université Pierre et Marie Curie, in Paris, in 2006. I was Associate Professor there until 2012, when I joined Université de Technologie de Compiègne, in France, with a chair position from the “CNRS-Higher Education Chairs” program. My research interests are learning theory, learning to rank, and learning with multiples objectives.
Interests
Machine learning theory and algorithms, information retrieval, text analysis
Latest Publications
ICLR - 2022
Online certification of preference-based fairness for personalized recommender systems
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
Hierarchical Skills for Efficient Exploration
Jonas Gehring, Gabriel Synnaeve, Andreas Krause, Nicolas Usunier
Two-sided fairness in rankings via Lorenz dominance
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
End-to-End Object Detection with Transformers
Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko
Online Selection of Diverse Committees
Virginie Do, Jamal Atif, Jérôme Lang, Nicolas Usunier