I am interested in learning and optimization questions related to systems within the Natural Sciences.
Specifically, my fields of interest encompass Statistical Learning within Optimization and Deep Learning in Practice, Self-Supervised Learning, Algorithmically-Guided Experimentation, Combinatorial Optimization and Benchmarking (White/Gray/Black-Box), Quantum Optimization and Quantum Control.
Currently:
Associate Professor of Computer Science, Computer Science Department, Tel-Hai College.
Principal Investigator, Computational Intelligence Group, Migal-The Galilee Research Institute.
Previously:
- Visiting Associate Professor, Faculty of Mathematics, Technion - Israel Institute of Technology.
- Head, Computer Science Department, Tel-Hai College.
- Senior Lecturer, Computer Science Department, Tel-Hai College.
- Research Scientist, IBM-Research.
- Postdoctoral Research Associate, Princeton University. Host: Hersch Rabitz.
- MSc and PhD in Computer Science, Leiden University. Advisors: Thomas Bäck and Marc Vrakking.
- BSc in Physics and Computer Science, Hebrew University of Jerusalem.
Teaching:
- The C++ Programming Language (121503; Fall)
- Introduction to Computational Intelligence (199811; Fall)
- Advanced Topics in Object-Oriented Programming (199414; Spring)
- Introduction to Quantum Computing (199934; Spring/biannually)
- Workshop on Operations Research and Optimization Methods (199833; Spring/biannually)
Algorithmically-Guided Scientific Discoveries (Migal's Talk, 2021):
Recent meetings: