3 papers
cs.LG2025
Low-rank MMSE filters, Kronecker-product representation, and regularization: a new perspective
Daniel Gomes de Pinho Zanco, Leszek Szczecinski, Jacob Benesty +1
In this work, we propose a method to efficiently find the regularization parameter for low-rank MMSE filters based on a Kronecker-product representation. We show that the regulariz…
cs.IR2025
A Unified Bayesian Perspective for Conventional and Robust Adaptive Filters
Leszek Szczecinski, Jacob Benesty, Eduardo Vinicius Kuhn
In this work, we present a new perspective on the origin and interpretation of adaptive filters. By applying Bayesian principles of recursive inference from the state-space model a…
cs.LG2025
FIVB ranking: Misstep in the right direction
Salma Tenni, Daniel Gomes de Pinho Zanco, Leszek Szczecinski
This work presents and evaluates the ranking algorithm that has been used by Federation Internationale de Volleyball (FIVB) since 2020. The prominent feature of the FIVB ranking is…