Shira Faigenbaum-Golovin


About

I am a Phillip Griffiths Assistant Research Professor at the Mathematics department as well as at the Rhodes Interdisciplinary Initiative at Duke University , working with Prof. Ingrid Daubechies. In 2021 I completed my Ph.D. at the Department of Applied Mathematics, School of Mathematical Sciences, Tel Aviv University, under the supervision of Prof. David Levin and Prof. Yoel Shkolnisky.

My research interests span several areas, including numerical analysis mathematical modeling robust and statistically significant analysis of high-dimensional data. I strive to explore new challenges that arise from high-dimensional data as well as study the story that the data geometry tells by modeling the data and posing new mathematical tools. In particular, my research is in approximation theory in low and high-dimensions geometric methods for manifold reconstruction studying the geometry of the base manifold and its fibers computer vision image processing.
Notable applications of my current and past research include archaeology, evolutionary anthropology, Bible studies, art investigation, and general history. By applying my research to these diverse areas, I aim to contribute valuable insights and shed light on long debated questions.

My publication list (and most online available papers) can be viewed on Google Scholar.

Contact Info:

email: shira.golovin (at) math.duke.edu

 


Education

2014-2021: Ph.D student, Applied Mathematics, Tel Aviv University.
Title of thesis: Reconstruction and Denoising of Low Dimensional Manifolds from High Dimensional Scattered Data.
Under the supervision of Prof. D. Levin and Prof. Y. Shkolnisky

2009-2013: M.Sc, Applied Mathematics, Tel Aviv University (Magna Cum Laude).
Title of thesis: Anisotropic Moving Least Squares Function Approximation.
Under the supervision of Prof. D. Levin

2003-2006: B.Sc, Mathematics and Computer Science, Tel Aviv University.

 


In the Press

 
You can find several papers published in the press, as well as a TV show interview with me about ancient handwriting analysis here: Press
 


My Art