Laura Balzano

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

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Laura Balzano

University of Michigan, Ann Arbor

E-mail confirmado em umich.edu - Página inicial

matrix factorization matrix completion manifold optimization nonconvex optimization


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
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	577	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	505	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	457	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	164*	2012
High-rank matrix completion B Eriksson, L Balzano, R Nowak Artificial Intelligence and Statistics, 373-381, 2012	152	2012
High-rank matrix completion B Eriksson, L Balzano, R Nowak International Conference on Artificial Intelligence and Statistics, 373-381, 2012	152	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	152	2004
Online Robust Subspace Tracking from Partial Information J He, L Balzano, J Lui Arxiv preprint arXiv:1109.3827, 2011	143	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	110	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	96	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	81	2016
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
Local convergence of an algorithm for subspace identification from partial data L Balzano, SJ Wright Foundations of Computational Mathematics 15 (5), 1279-1314, 2015	72	2015
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	67	2018
Deep Unsupervised Clustering Using Mixture of Autoencoders D Zhang, Y Sun, B Eriksson, L Balzano arXiv preprint arXiv:1712.07788, 2017	62	2017

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