Noa Vaknin - Computer Science PhD Student
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Noa Vaknin

Ph.D. Student in Computer Science

School of Computer Science and Engineering, The Hebrew University of Jerusalem

I am pursuing a Ph.D. in Computer Science focusing on fast matrix multiplication algorithms. My research interests include parallel computing, fast matrix multiplication, algorithmis linear algebra, high performance computing, supercomputing, schientific computing, accelerating algorithms by reducing communication costs.

Bio

Noa Vaknin is a Ph.D. candidate in the Computer Science Department at the Hebrew University of Jerusalem, where she received her master's and bachelor's degrees (with honors). Vaknin's research focuses on accelerating matrix multiplication based on Strassen's 1969 algorithm. The unique angle of her research combines both theoretical and implementational aspects, including communication and computation reductions. Under the guidance of Prof. Oded Schwartz, she has improved the performance of matrix multiplication significantly, as compared to state-of-the-art implementations.

Her work has been published in journals and comferences in the field, and she has presented at several international conferences. Vaknin's research is funded by the Clore Foundation and by the Council for Higher Education (Vatat), and has been granted multiple awards.

Education

Ph.D. in Computer Science
The Hebrew University of Jerusalem
2023 - Present
Thesis: "Fast Matrix Multiplication, from Theory to Practice"
Advisor: Prof. Oded Schwartz
Master of Science in Computer Science
The Hebrew University of Jerusalem
2021 - 2023
Thesis: "Pebbling Game and Alternative Basis for High Performance Matrix Multiplication"
Advisor: Prof. Oded Schwartz
Bachelor of Science in Computer Science
The Hebrew University of Jerusalem
2018 - 2021

Publications

Oded Schwartz, Sivan Toledo, Noa Vaknin and Gal Wiernik
38th IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2024
Oded Schwartz and Noa Vaknin
SIAM Journal on Scientific Computing (SISC), 2023

Contact Information

Email: noa.vaknin1@mail.huji.ac.il
Office: Rothberg Building, Room A-416
Address: School of Computer Science and Engineering, The Hebrew University, Givat Ram, Jerusalem, Israel