My research interests include 

• Numerical Linear Algebra (theoretical foundations of kernel methods), 

• Random Matrix Theory, 

• Classical Linear Algebra. 

Below is the list of my publications.

S. Jeong, "An exact sampling algorithm for Pfaffian point processes." In preparation (2025).

A.Edelman, S. Jeong and R. Nissim, "Matrix model and integration with β-bistochastic matrices and β-Haar measure" In prepartion (2025).

S. Jeong, "The smallest eigenvalue of β-Laguerre and β-Jacobi ensembles and multivariate orthogonal polynomials." arXiv:2510.04422 (Link)

S. Jeong and A. Townsend, "Convergence of pivoted Cholesky algorithm for Lipschitz kernels." arXiv:2509.13582 (2025). (Link)

A. Edelman, S. Jeong and R. Nissim, "On the Limit of the Tridiagonal Model for β-Dyson Brownian Motion." arXiv:2411.01633 (2024). (Link)

S. Jeong and A. Townsend, "Extending Mercer's expansion to indefinite and asymmetric kernels." ICLR 2025. (Link)

A. Edelman and S. Jeong, "The conditional DPP approach to random matrix distributions." arXiv:2304.09139 (2023). (Link)

A. Edelman and S. Jeong, "Fifty three matrix factorizations: A systematic approach." SIAM Journal on Matrix Analysis and Applications (2023). (Link)

A. Edelman and S. Jeong, "On the structure of the solutions to the matrix equation G*JG= J." Linear Algebra and its Applications (2022). (Link)

A. Edelman and S. Jeong, "On the Cartan decomposition for classical random matrix ensembles." Journal of Mathematical Physics 63.6 (2022): 061705. (Link)