Giuseppe Casalicchio
Scholar

Giuseppe Casalicchio

Google Scholar ID: MHcaZMQAAAAJ
Senior Lecturer and Researcher, LMU Munich, Munich Center for Machine Learning
Machine LearningxAIExplainable AIinterpretabilityInterpretable Machine Learning
Citations & Impact
All-time
Citations
5,985
 
H-index
22
 
i10-index
28
 
Publications
20
 
Co-authors
27
list available
Resume (English only)
Academic Achievements
  • Published multiple research papers on machine learning, model interpretation, and benchmarking, and contributed to the development of several software projects such as mlr, mlr3, OpenML, and iml.
Research Experience
  • Since March 2019, he has been supporting the chair within the framework of the Munich Center for Machine Learning (MCML) as an education manager of the Data Science Certificate Program and as a PostDoc leading the interpretable machine learning research group. Additionally, he is part-time CEO of a LMU spin-off education company called Essential Data Science Training GmbH.
Education
  • Completed his PhD at the Working Group Computational Statistics in early 2019, focusing on benchmark experiments, evaluation of machine learning models, and the emerging field of interpretable machine learning.
Background
  • Research interests include benchmark experiments, evaluation of machine learning models, and interpretable machine learning. During his PhD, he was heavily involved in the contribution and development of various software projects.
Miscellany
  • Personal interests and other information not provided.