Laura Balzano

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Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data ScienceVerified email at wisc.edu
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLAVerified email at ucla.edu
Jeff FesslerProfessor of Electrical Engineering and Computer Science, Univ. of MichiganVerified email at umich.edu
Dejiao ZhangSenior Staff Research Scientist, Figma (Ex-AWS)Verified email at umich.edu
Jun HePrincipal AI Engineer, TuMeke ErgonomicsVerified email at tumeke.io
John LiporPortland State UniversityVerified email at pdx.edu
Rebecca WillettUniversity of Chicago, Professor of Statistics and Computer ScienceVerified email at uchicago.edu
David HongAssistant Professor, Department of Electrical and Computer Engineering, University of DelawareVerified email at udel.edu
Greg OngieMarquette UniversityVerified email at marquette.edu
Benjamin RechtProfessor of EECS, University of California, BerkeleyVerified email at eecs.berkeley.edu
Arthur SzlamDeepMindVerified email at google.com
Deborah EstrinProfessor of Computer Science, Cornell Tech, Cornell UniversityVerified email at cornell.edu
Necmiye OzayEECS, University of MichiganVerified email at umich.edu
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of WisconsinVerified email at cs.wisc.edu
Johanna MathieuAssociate Professor of Electrical Engineering and Computer Science, University of MichiganVerified email at umich.edu
Clayton ScottProfessor of Electrical Engineering and Computer Science, University of MichiganVerified email at umich.edu
Michael B. WakinProfessor, Electrical Engineering, Colorado School of MinesVerified email at mines.edu
Mario A. T. FigueiredoInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de LisboaVerified email at tecnico.ulisboa.pt
Branko KerkezUniversity of MichiganVerified email at umich.edu
Deanna NeedellProfessor of Mathematics, UCLAVerified email at cmc.edu

Laura Balzano

University of Michigan, Ann Arbor

Verified email at umich.edu - Homepage

matrix factorization matrix completion manifold optimization nonconvex optimization


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Reputation-based framework for high integrity sensor networks S Ganeriwal, LK Balzano, MB Srivastava ACM Transactions on Sensor Networks (TOSN) 4 (3), 1-37, 2008	1708	2008
Sensor network data fault types K Ni, N Ramanathan, MNH Chehade, L Balzano, S Nair, S Zahedi, ... ACM Transactions on Sensor Networks (TOSN) 5 (3), 1-29, 2009	569	2009
Online identification and tracking of subspaces from highly incomplete information L Balzano, R Nowak, B Recht 2010 48th Annual allerton conference on communication, control, and …, 2010	502	2010
Incremental gradient on the grassmannian for online foreground and background separation in subsampled video J He, L Balzano, A Szlam 2012 IEEE Conference on Computer Vision and Pattern Recognition, 1568-1575, 2012	458	2012
Blind calibration of sensor networks L Balzano, R Nowak Proceedings of the 6th international conference on Information processing in …, 2007	247	2007
Rapid deployment with confidence: Calibration and fault detection in environmental sensor networks N Ramanathan, L Balzano, M Burt, D Estrin, T Harmon, C Harvey, J Jay, ... Center for Embedded Network Sensing, 2006	176	2006
High rank matrix completion and subspace clustering with missing data L Balzano, B Eriksson, R Nowak Proceedings of the conference on Artificial Intelligence and Statistics …, 2012	163*	2012
Design, analysis, and implementation of DVSR: a fair high-performance protocol for packet rings V Gambiroza, P Yuan, L Balzano, Y Liu, S Sheafor, E Knightly IEEE/ACM Transactions On Networking 12 (1), 85-102, 2004	155	2004
High-rank matrix completion B Eriksson, L Balzano, R Nowak Artificial Intelligence and Statistics, 373-381, 2012	150	2012
High-rank matrix completion B Eriksson, L Balzano, R Nowak International Conference on Artificial Intelligence and Statistics, 373-381, 2012	150	2012
Online Robust Subspace Tracking from Partial Information J He, L Balzano, J Lui Arxiv preprint arXiv:1109.3827, 2011	142	2011
Streaming PCA and subspace tracking: The missing data case L Balzano, Y Chi, YM Lu Proceedings of the IEEE 106 (8), 1293-1310, 2018	111	2018
High-dimensional matched subspace detection when data are missing L Balzano, B Recht, R Nowak 2010 IEEE International Symposium on Information Theory, 1638-1642, 2010	97	2010
Designing wireless sensor networks as a shared resource for sustainable development N Ramanathan, L Balzano, D Estrin, M Hansen, T Harmon, J Jay, ... 2006 International Conference on Information and Communication Technologies …, 2006	96	2006
Global convergence of a grassmannian gradient descent algorithm for subspace estimation D Zhang, L Balzano Artificial Intelligence and Statistics, 1460-1468, 2016	82	2016
Local convergence of an algorithm for subspace identification from partial data L Balzano, SJ Wright Foundations of Computational Mathematics 15 (5), 1279-1314, 2015	74	2015
Algebraic variety models for high-rank matrix completion G Ongie, R Willett, RD Nowak, L Balzano Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017	73	2017
Iterative Grassmannian Optimization for Robust Image Alignment J He, D Zhang, L Balzano, T Tao arXiv preprint arXiv:1306.0404, 2013	72	2013
Asymptotic performance of PCA for high-dimensional heteroscedastic data D Hong, L Balzano, JA Fessler Journal of Multivariate Analysis 167, 435-452, 2018	66	2018
Deep Unsupervised Clustering Using Mixture of Autoencoders D Zhang, Y Sun, B Eriksson, L Balzano arXiv preprint arXiv:1712.07788, 2017	60	2017

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