The norm of the $k$-th derivative of the $\chi$-symmetric power of an operator
S\'onia Carvalho, Pedro J. Freitas

TL;DR
This paper derives exact norms for all order directional derivatives of symmetric tensor powers of finite-dimensional operators and provides bounds for derivatives of immanants, extending prior theoretical results.
Contribution
It presents the exact norms of all order directional derivatives for symmetric tensor powers and bounds for derivatives of immanants, advancing theoretical understanding.
Findings
Exact values for norms of derivatives of symmetric tensor powers
Upper bounds for derivatives of immanants
Extension of previous theoretical results
Abstract
In this paper we present the exact value for the norm of directional derivatives, of all orders, for symmetric tensor powers of operators on finite dimensional vector spaces. Using this result we obtain an upper bound for the norm of all directional derivatives of immanants. This work is inspired in results by R. Bhatia, J. Dias da Silva, P. Grover and T. Jain.
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 · Tensor decomposition and applications · Fixed Point Theorems Analysis
