Fast and robust invariant generalized linear models
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Computational and Graphical Statistics"
DOI: 10.1080/10618600.2025.2592762
Abstract: Statistical integration of diverse data sources is an essential step in the building of generalizable prediction tools, especially in precision health. The invariant features model is a new paradigm for multi-source data integration which posits… read more here.
Keywords: robust invariant; invariant; linear models; fast robust ... See more keywords
Robust Invariant Sets Computation for Discrete-Time Perturbed Nonlinear Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2021.3063315
Abstract: In this article, we study the maximal robust invariant set estimation problem for discrete-time perturbed nonlinear systems within the optimal control framework. The maximal robust invariant set of interest is a set of all states… read more here.
Keywords: invariant set; discrete time; maximal robust; robust invariant ... See more keywords