2 papers
math.NA2025
Projected Newton method for large-scale Bayesian linear inverse problems
Haibo Li
Computing the regularized solution of Bayesian linear inverse problems as well as the corresponding regularization parameter is highly desirable in many applications. This paper pr…
math.NA2025
Derivative estimation by RKHS regularization for learning dynamics from time-series data
Hailong Guo, Haibo Li
Learning the governing equations from time-series data has gained increasing attention due to its potential to extract useful dynamics from real-world data. Despite significant pro…