Laura Balzano - Publications, H-index & Citations

Laura Balzano

university of michigan

26H指数

157论文数

3.0K被引数

收录论文 12

发表时间

ALPCAHUS: Subspace Clustering for Heteroscedastic Data ALPCAHUS: 异方差数据的子空间聚类

IEEE Transactions on Signal Processing

IF5.8

2026-09-03

PREAI

Javier Salazar Cavazos; Jeffrey A. Fessler; Laura Balzano

Guest Editorial for Part 2 of the Special Issue on the Mathematics of Deep Learning [From the Guest Editors]特约专栏“深度学习的数学”第二部分编者按 [来自特邀编辑]

IEEE Signal Processing Magazine

IF9.6

2026-06-12

PREAI

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

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]低秩结构在大模型训练与适配中的概述：从隐式低维性到高效训练与微调 [深度学习数学特刊]

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

Clustering quality metrics for subspace clustering 子空间聚类的聚类质量度量

PATTERN RECOGNITION

IF7.6

2020-08-01

OAAI

Lipor, John; Balzano, Laura

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

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.

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.

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.

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

Sensor Network Data Fault Types 传感器网络数据故障类型

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

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.

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

研究方向