Laura Balzano

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

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Laura Balzano

University of Michigan, Ann Arbor

Dirección de correo verificada de umich.edu - Página principal

matrix factorization matrix completion manifold optimization nonconvex optimization


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	1706	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	566	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	141	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	72	2017
Iterative Grassmannian Optimization for Robust Image Alignment J He, D Zhang, L Balzano, T Tao arXiv preprint arXiv:1306.0404, 2013	71	2013
Asymptotic performance of PCA for high-dimensional heteroscedastic data D Hong, L Balzano, JA Fessler Journal of Multivariate Analysis 167, 435-452, 2018	64	2018
Deep Unsupervised Clustering Using Mixture of Autoencoders D Zhang, Y Sun, B Eriksson, L Balzano arXiv preprint arXiv:1712.07788, 2017	59	2017

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