Ido Nitzan Hidekel
Beersheba
Summary
My main interests lie in mathematical and geometric deep learning, mathematical analysis, and applied harmonic analysis. I am particularly interested in spectral bias of neural networks and developing a mathematical framework to analyze the convergence of neural networks.
Overview
3
3
years of professional experience
2
2
Languages
Work History
Teaching Assistant
Tel Aviv University
10.2022 - Current
- Homework grader in 'Linear Algebra 1,2 for Mathematicians' and 'Calculus 1,2 for mathematicians' course
Deep learning Research Assistant
Tel Aviv University
06.2022 - 08.2023
- I have worked as a research assistant as part of an applied analysis research group at the applied mathematics department
- In the research project on image deblurring, we enhanced the mathematical explainability of deblurring models using a convolutional neural network.
Education
Bachelor of Science - Applied Mathematics
Tel Aviv University
05.2020 - 01.2024
Master of Science - Electrical Engineering
Tel Aviv University
04.2001 -
Timeline
Teaching Assistant
Tel Aviv University
10.2022 - Current
Deep learning Research Assistant
Tel Aviv University
06.2022 - 08.2023
Bachelor of Science - Applied Mathematics
Tel Aviv University
05.2020 - 01.2024
Master of Science - Electrical Engineering
Tel Aviv University
04.2001 -
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