Anthony Nouy

Anthony Nouy is a Professor at the Department of Mathematics, Computer Science, and Biology (MIB) at École Centrale de Nantes. His research spans Mathematics, Computer Science, and Computational Biology, with a focus on approximation theory, tensor networks, and stochastic optimization.

His work explores

• nonlinear manifold approximation
• dimension reduction in feature spaces
• stochastic gradient descent optimization
• moment methods for optimal transport and PDEs
• model reduction and tensor geometry

Recent publications highlight trends in machine learning, numerical analysis, and computational mathematics, particularly through compositional polynomial networks, Poincaré inequality surrogates, and tree tensor formats. Collaborations include researchers like Alexandre Pasco, Philipp Trunschke, and Mazen Ali. He is affiliated with the Jean Leray Mathematics Laboratory and maintains a personal webpage for updates.

Co-authors of recent publications include

• Antoine Bensalah, Joel Soffo, and Alexandre Pasco (2025)
• Robert Gruhlke, Philipp Trunschke (2024)
• Clément Cardoen, Swann Marx, Nicolas Seguin (2024)
• Mazen Ali, Antonio Falcó, Wolfgang Hackbusch (2023)