Lydia Mezrag
Scholar

Lydia Mezrag

Google Scholar ID: iLrHoikAAAAJ
PhD student, University of Montreal
applied algebraic topologytopological data analysistopological machine learning
Citations & Impact
All-time
Citations
3
 
H-index
1
 
i10-index
0
 
Publications
4
 
Co-authors
8
list available
Resume (English only)
Research Experience
  • Conducting research in geometric data analysis and applied topology at the RAFALES Lab.
Education
  • PhD student in Geometric Data Analysis and Applied Topology at Université de Montréal and Mila, supervised by Prof. Guy Wolf; Master's thesis under the supervision of Prof. Egor Shelukhin in the field of symplectic topology.
Background
  • Interests lie at the intersection of Geometry, Topology, and Machine Learning; specifically, interested in applications of pure Mathematics (algebraic topology and diffusion geometry) to improve our understanding of Machine Learning Algorithms and provide new venues for data feature extraction.
Miscellany
  • Contact: lydia.mezrag@umontreal.ca or lydia.mezrag@mila.quebec