adiabatic transport 1annealing schedules 1density reconstruction 1schrödinger operators 1score-based diffusion models 1spectral gap 1
From the 1 of 3 linked papers with an AI index.
3 papers
math-ph2026
The Score Hamiltonian: Mapping Diffusion Models to Adiabatic Transport
Peter Halmos, Boris Hanin
The paper establishes an exact link between score‑based diffusion model sampling and adiabatic transport of ground states of specially constructed Schrödinger operators, providing…
math.PR2026
Top Singular Value in Sum-Products of Random Matrices
Kevin Han Huang, Boris Hanin
We study the top singular value for a sum of independent random matrices, each of which is a product of i.i.d. Gaussian matrices. Our main conceptu…
math.PR2025
Global Universality of Singular Values in Products of Many Large Random Matrices
Boris Hanin, Tianze Jiang
We study the singular values (and Lyapunov exponents) for products of independent random matrices with i.i.d. entries. Such matrix products have been extensively an…