Research

Papers

  1. [Submitted] R. Leburu, L. Nurbekyan, & L. Ruthotto. Differentiating through Stochastic Differential Equations: A Primer. [arXiv]

  2. [In Progress] R. Leburu, L. Nurbekyan, L. Ruthotto, & G. Zhang. Matching Algorithms for High-Dimensional Stochastic Optimal Control.

  3. [In Progress] J. Solomon, R. Leburu, M. Li, & M. Chung. Variational Sparse Paired Autoencoders for Inverse Problems.

Posters & Presentations

  • C. Bertley, C. Gan, R. Leburu, & M. Walewski. Enhancing VAEs with Flexible Conditional Normalizing Flows. Joint Mathematics Meetings (JMM) 2025 Undergraduate Poster Session, Seattle, WA. [Poster]