Laura Balzano
Office: EECS 4230C
1301 Beal Ave, Ann Arbor, MI 48109
Phone: (734) 615-9451
Laura Balzano
Office: EECS 4230C
1301 Beal Ave, Ann Arbor, MI 48109
Phone: (734) 615-9451
May 15, 2026 By Laura Balzano
Congratulations Can Yaras for receiving the CPAL (Conference on Parsimony and Learning) Rising Star recognition! Very well deserved!
May 1, 2026 By Laura Balzano
Today I hooded Dr. Javier Salazar Cavazos, who defended his thesis in March and today walked the stage at commencement. His dissertation is entitled “Learning Representations from Noisy Data and Brain Imaging: Subspace Modeling for Heteroscedastic Data and Deep Learning for Functional MRI in Alzheimer’s Disease,” and included his paper on ALPCAH, an algorithm for heteroscedastic subspace learning. Next he’ll be going to KLA. Congratulations Javier!
April 13, 2026 By Laura Balzano
I am excited to say that our SPM special issue, part 1, on the Mathematics of Deep Learning, has now been published in ieee explore.
As we said in our guest editorial, “The aim of this special issue is to capture some of the salient points of contact between the SP and DL disciplines so that a mathematical picture of the key questions and challenges ahead begins to emerge.” The eight papers in this part of the issue all display these contact points beautifully: from sparsity to Kalman filtering to probability.
SPM is a venue that provides tutorial-like material on important signal processing topics. I hope you will read the issue and share the material with your junior graduate students.
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