Laura Balzano - Publications, H-index & Citations

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Laura Balzano

university of michigan

26H-index

156Paper Count

3.0KCitation Count

Published Papers 11

Publication Date

Guest Editorial for Part 2 of the Special Issue on the Mathematics of Deep Learning [From the Guest Editors]

IEEE Signal Processing Magazine

IF9.6

2026-06-12

PREAI

Laura Balzano; Joan Bruna Estrach; Gitta Kutyniok; Robert Nowak; Jong Chul Ye

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An Overview of Low-Rank Structures in the Training and Adaptation of Large Models: From Implicit Low-Dimensionality to Efficient Training and Fine-Tuning [Special Issue on the Mathematics of Deep Learning]

IEEE Signal Processing Magazine

IF9.6

2026-06-12

PREAI

Laura Balzano; Tianjiao Ding; Benjamin D. Haeffele; Soo Min Kwon; Qing Qu; Peng Wang; Zhangyang Wang; Can Yaras

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Clustering quality metrics for subspace clustering

PATTERN RECOGNITION

IF7.6

2020-08-01

OAAI

Lipor, John; Balzano, Laura

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Improving K-Subspaces via Coherence Pursuit

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2018-12-01

OAAI

Gitlin, Andrew; Tao, Biaoshuai; Balzano, Laura; Lipor, John

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Real-Time Energy Disaggregation of a Distribution Feeder's Demand Using Online Learning

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2018-09-01

OAAI

Ledva, Gregory S.; Balzano, Laura; Mathieu, Johanna L.

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Streaming PCA and Subspace Tracking: The Missing Data Case

PROCEEDINGS OF THE IEEE

IF25.9

2018-08-01

OAAI

Balzano, Laura; Chi, Yuejie; Lu, Yue M.

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What to Expect When You Are Expecting on the Grassmannian

ieee signal processing magazine

IF3.9

2017-06-01

OAAI

Eftekhari, Armin; Balzano, Laura; Wakin, Michael B.

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Iterative Grassmannian optimization for robust image alignment

IMAGE AND VISION COMPUTING

IF4.2

2014-10-01

OAAI

He, Jun; Zhang, Dejiao; Balzano, Laura; Tao, Tao

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Sensor Network Data Fault Types

ACM TRANSACTIONS ON SENSOR NETWORKS

IF4.7

2009-06-04

319

OAAI

Ni, Kevin; Ramanathan, Nithya; Nabil, Mohamed; Chehade, Hajj; Balzano, Laura; Nair, Sheela; Zahedi, Sadaf; Kohler, Eddie; Pottie, Greg; Hansen, Mark; Srivastava, Mani

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Reputation-based framework for high integrity sensor networks

ACM TRANSACTIONS ON SENSOR NETWORKS

IF4.7

2008-06-04

543

PREAI

Ganeriwal, Saurabh; Balzano, Laura K.; Srivastava, Mani B.

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Design, analysis, and implementation of DVSR: A fair high-performance protocol for Packet Rings

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2004-02-01

PREAI

Gambiroza, V; Yuan, P; Balzano, L; Liu, YH; Sheafor, S; Knightly, E

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Research Directions