Asymptotics of Some Plancherel Averages via Polynomiality Results
Werner Schachinger

TL;DR
This paper investigates the asymptotic behavior of certain functions of Young diagrams under the Plancherel measure, using polynomiality results to derive explicit formulas and analyze their properties as the diagram size grows.
Contribution
It introduces a novel approach to analyze Plancherel averages by expressing them as binomial convolutions and applying integral and generating function techniques.
Findings
Explicit expression for the constant in the almost equipartition property
Representation of expectations as binomial convolutions
Application of Rice's integral and Poisson generating functions
Abstract
Consider Young diagrams of boxes distributed according to the Plancherel measure. So those diagrams could be the output of the RSK algorithm, when applied to random permutations of the set . Here we are interested in asymptotics, as , of expectations of certain functions of random Young diagrams, such as the number of bumping steps of the RSK algorithm that leads to that diagram, the side length of its Durfee square, or the logarithm of its probability. We can express these functions in terms of hook lengths or contents of the boxes of the diagram, which opens the door for application of known polynomiality results for Plancherel averages. We thus obtain representations of expectations as binomial convolutions, that can be further analyzed with the help of Rice's integral or Poisson generating functions. Among our results is a very explicit expression…
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
TopicsRandom Matrices and Applications · Bayesian Methods and Mixture Models · Advanced Algebra and Geometry
