Invariant Integration over the Unitary Group
S. Aubert, C.S. Lam

TL;DR
This paper introduces a new method for integrating products of unitary matrix elements over the U(n) group that avoids complex summations and relies solely on unitarity and Haar measure invariance.
Contribution
The paper develops an alternative approach to group-theoretical integrals over U(n), simplifying calculations by eliminating the need for multiple sums and group theory.
Findings
Provides a closed-form expression for integrals over the unitary group
Simplifies calculations by avoiding tedious summations
Applicable to integrals over hyperspheres as well
Abstract
Integrals for the product of unitary-matrix elements over the U(n) group will be discussed. A group-theoretical formula is available to convert them into a multiple sum, but unfortunately the sums are often tedious to compute. In this paper, we develop an alternative method in which these sums are avoided, and group theory is rendered unnecessary. Only unitarity and the invariance of the Haar measure are required for the computation. The method can also be used to get a closed expression for the simpler integral of monomials over a hypersphere.
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.
