معرفی
Nicolas Verzelen is a Senior Research Scientist at the MISTEA Laboratory within INRAE, affiliated with Université de Montpellier. His work bridges Statistics and Machine Learning, focusing on agroecological applications.
- Roles: Associate Editor for Annals of Statistics, Bernoulli, and Electronic Journal of Statistics; Editor-in-Chief for ESAIM: P&S
- Supervision: Mentoring 5 PhD/post-doc researchers; alumni include current professors at ENSAI, Centrale Supélec, and Telecom-Paris
Research Interests: High-dimensional minimax theory, active learning, unsupervised learning (clustering, ranking), and applications to seed exchange networks and agroecology. His work addresses computational-statistical trade-offs in modern data science.
Publication Trends: Recent outputs emphasize clustering algorithms, covariance adaptation, latent space modeling, community detection, and active learning frameworks. Collaborations span institutions like Université Paris-Saclay and Telecom-Paris.
Teaching: Instructs Statistical Machine Learning (M2) at Université de Montpellier.
