Eitan Levin

Publications

1. Free descriptions of convex sets
   with Venkat Chandrasekaran. Submitted. 2024.
   [code] [slides]

2. Any-dimensional equivariant neural networks
   with Mateo Díaz. AISTATS. 2024.
   [journal] [code] [poster]

3. The effect of smooth parametrizations on nonconvex optimization landscapes
   with Joe Kileel and Nicolas Boumal. Mathematical Programming. 2024. INFORMS optimization society student paper prize.
   [journal] [slides]

4. Finding stationary points on bounded-rank matrices: A geometric hurdle and a smooth remedy
   with Joe Kileel and Nicolas Boumal. Mathematical Programming. 2023.
   [journal]

5. Towards optimization on varieties
   Undergraduate senior thesis. Princeton University. 2020.
   [DataSpace]

6. A note on Douglas-Rachford, gradients, and phase retrieval
   with Tamir Bendory. arXiv:1911.13179. 2019.

7. Multi-target detection with application to cryo-electron microscopy
   with Tamir Bendory, Nicolas Boumal, William Leeb, and Amit Singer. Inverse Problems. 2019.
   [journal] [code]

8. Toward single particle reconstruction without particle picking: Breaking the detection limit
   with Tamir Bendory, Nicolas Boumal, William Leeb, and Amit Singer. SIAM Journal on Imaging Sciences. 2023.
   [journal] [code]

9. 3D ab initio modeling in cryo-EM by autocorrelation analysis
   with Tamir Bendory, Nicolas Boumal, Joe Kileel, and Amit Singer. 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018). 2018. Best student paper.
   [journal] [code]

10. Direct reconstruction of two-dimensional currents in thin films from magnetic-field measurements
    with Alexander Meltzer and Eli Zeldov. Physical Review Applied. 2017.
    [journal] [code]

11. Stopping criterion for iterative regularization of large-scale ill-posed problems using the Picard parameter
    with Alexander Meltzer. arXiv:1707.04200. 2017.
    [code]

12. Estimation of the regularization parameter in linear discrete ill-posed problems using the Picard parameter
    with Alexander Meltzer. SIAM Journal on Scientific Computing. 2017.
    [journal] [code]