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.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…
cs.IT2024
Automatic Regularization for Linear MMSE Filters
Daniel Gomes de Pinho Zanco, Leszek Szczecinski, Jacob Benesty
In this work, we consider the problem of regularization in the design of minimum mean square error (MMSE) linear filters. Using the relationship with statistical machine learning m…