Aurelien Lucchi
Scholar

Aurelien Lucchi

Google Scholar ID: V1ONSgIAAAAJ
Associate Professor, Department of Mathematics and Computer Science, University of Basel
Machine learningNonconvex OptimizationDeep Learning Theory
Citations & Impact
All-time
Citations
12,733
 
H-index
42
 
i10-index
79
 
Publications
20
 
Co-authors
71
list available
Resume (English only)
Research Experience
  • - Associate Professor, Department of Mathematics and Computer Science | University of Basel
  • - Researcher at ETH Zürich’s Institute of Machine Learning
Education
  • - Doctor of Philosophy (PhD) in Computer Science, EPFL (École polytechnique fédérale de Lausanne), 2008 – 2013
  • - Master of Science (MsC) in Computer Science, INSA Lyon – Institut National des Sciences Appliquées de Lyon, 2004 – 2007
Background
  • My work focuses on the theoretical foundations of deep learning, stochastic optimization, and practical machine learning applications, particularly in fine-tuning and reasoning. I am an associate professor in the Department of Mathematics and Computer Science at the University of Basel, Switzerland.