Taylor approximations of operator functions
Anna Skripka
TL;DR
This survey reviews recent advances in approximating functions of operators, focusing on Taylor approximation methods for perturbed operator functions and highlighting successful techniques.
Contribution
It provides a comprehensive overview of recent methods and progress in Taylor approximations for perturbed operator functions.
Findings
Summarizes key recent techniques in operator function approximation
Highlights successful Taylor approximation methods for perturbed operators
Identifies open problems and future research directions
Abstract
This survey on approximations of perturbed operator functions addresses recent advances and some of the successful methods.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMatrix Theory and Algorithms · Spectral Theory in Mathematical Physics · Advanced Thermodynamics and Statistical Mechanics