Papers
Papers
- Qingxuan Jiang, Tian Lan, Kasso Okoudjou, Robert Strichartz, Shashank Sule, and Sreeram Venkat. Sobolev Orthogonal Polynomials on the Sierpinski Gasket, J Fourier Anal Appl 27, 38 (2021). [arXiv] [code]
- Emergence of the SVD as an interpretable factorization in deep learning for inverse problems. Shashank Sule, Richard G. Spencer, Wojciech Czaja [arXiv] (Submitted)
- Error analysis of target measure diffusion maps and applications to transition path theory. Shashank Sule, Luke Evans, Maria Cameron [arXiv] (Submitted)
Selected Talks
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Error analysis of Target Measure Diffusion Maps, Machine Learning for Rare Events Research Interaction Team.
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Pure Localization in Graph Laplacian Eigenvectors, Norbert Wiener Center Seminar.
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SOPs on the Sierpinski Gasket, AMS Contributed Paper Session on Functional Analysis, Operator Theory, and Operator Algebras 1, Joint Mathematics Meetings 2020.
Selected Posters
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Neural network interpretation using descrambler groups: do all roads lead to the SVD?, Fall Fourier Talks 2022
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Error analysis of Target Measure Diffusion Maps, Applied Harmonic Analysis and Machine Learning Summer School, MaLGa, Universita Di Genova
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Young Mathematicians Conference, Ohio State University, 2019. Chebyshev and Sobolev Orthogonal Polynomials on the Sierpinski Gasket