Gal Elidan
Scholar

Gal Elidan

Google Scholar ID: wVGqmWkAAAAJ
Hebrew University / Google
Machine LearningGraphical ModelsStructure LearningCopulas
Citations & Impact
All-time
Citations
1,894
 
H-index
21
 
i10-index
32
 
Publications
20
 
Co-authors
27
list available
Contact
No contact links provided.
Publications
1 items
Resume (English only)
Academic Achievements
  • Publications, teaching, and academic activities.
Research Experience
  • Associate professor in the Department of Statistics at the Hebrew University.
Background
  • Research Interests: Probabilistic Graphical Models, fundamental representations and methods for inference and learning in large scale domains, structure learning, discovery of hidden variables and classes, transfer of knowledge between related classes/tasks. Recently interested in nonlinear high-dimensional representation of continuous or hybrid distributions. Real-life Applications: Applying fundamental techniques to challenging domains such as computational biology and machine vision. Focusing on the development of principled techniques based on probabilistic knowledge for diagnosis in the field of medical informatics.