Operator monotone functions of several variables
Frank Hansen

TL;DR
This paper introduces a new concept of operator monotonicity for multivariable functions, extending the classical one-variable case and preserving key relationships with operator convexity.
Contribution
It defines a multivariable operator monotonicity notion that generalizes the classical concept and maintains the link with operator convexity.
Findings
Established a new framework for multivariable operator monotonicity
Extended the relationship between operator convexity and monotonicity to multiple variables
Provided foundational definitions for future research in multivariable operator functions
Abstract
We propose a notion of operator monotonicity for functions of several variables, which extends the well known notion of operator monotonicity for functions of only one variable. The notion is chosen such that a fundamental relationship between operator convexity and operator monotonicity for functions of one variable is extended also to functions of several variables.
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
TopicsNumerical methods in inverse problems · Mathematical Inequalities and Applications · Differential Equations and Boundary Problems
