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)
- Neural network-based speech reconstruction from undersampled STFT magnitude data. Wojciech Czaja, Matthias Wellershoff, Shashank Sule, Canran Ji. In the 32nd European Signal Processing Conference 2024.
Selected Talks
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Learning collective variables for quantifiably good representations of molecular dynamics, Learning Collective Variables and Coarse Grained Models, Institute of Statistical and Mathematical Innovation, UChicago.
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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 Poster Presentations
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Error analysis of Target Measure Diffusion Maps, Measure Transport, Diffusion Processes and Sampling Workshop, Flatiron Institute.
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Neural network interpretation using descrambler groups: do all roads lead to the SVD?, Fall Fourier Talks 2022