Laura Balzano

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

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Laura Balzano

University of Michigan, Ann Arbor

Adresse e-mail validée de umich.edu - Page d'accueil

matrix factorization matrix completion manifold optimization nonconvex optimization


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	1707	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	177	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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