Laura Balzano 个人学术档案

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Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data Science在 wisc.edu 的电子邮件经过验证
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLA在 ucla.edu 的电子邮件经过验证
Dejiao ZhangSenior Applied Scientist, AWS AI Labs, Amazon在 umich.edu 的电子邮件经过验证
Jeff FesslerProfessor of Electrical Engineering and Computer Science, Univ. of Michigan在 umich.edu 的电子邮件经过验证
Jun HePrincipal AI Engineer, TuMeke Ergonomics在 tumeke.io 的电子邮件经过验证
John LiporPortland State University在 pdx.edu 的电子邮件经过验证
Rebecca WillettUniversity of Chicago, Professor of Statistics and Computer Science在 uchicago.edu 的电子邮件经过验证
David HongAssistant Professor, Department of Electrical and Computer Engineering, University of Delaware在 udel.edu 的电子邮件经过验证
Greg OngieMarquette University在 marquette.edu 的电子邮件经过验证
Benjamin RechtProfessor of EECS, University of California, Berkeley在 eecs.berkeley.edu 的电子邮件经过验证
Arthur SzlamDeepMind在 google.com 的电子邮件经过验证
Deborah EstrinProfessor of Computer Science, Cornell Tech, Cornell University在 cornell.edu 的电子邮件经过验证
Necmiye OzayEECS, University of Michigan在 umich.edu 的电子邮件经过验证
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of Wisconsin在 cs.wisc.edu 的电子邮件经过验证
Johanna MathieuAssociate Professor of Electrical Engineering and Computer Science, University of Michigan在 umich.edu 的电子邮件经过验证
Clayton ScottProfessor of Electrical Engineering and Computer Science, University of Michigan在 umich.edu 的电子邮件经过验证
Michael B. WakinProfessor, Electrical Engineering, Colorado School of Mines在 mines.edu 的电子邮件经过验证
Mario A. T. FigueiredoInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa在 tecnico.ulisboa.pt 的电子邮件经过验证
Branko KerkezUniversity of Michigan在 umich.edu 的电子邮件经过验证
Deanna NeedellProfessor of Mathematics, UCLA在 cmc.edu 的电子邮件经过验证

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Laura Balzano

University of Michigan, Ann Arbor

在 umich.edu 的电子邮件经过验证 - 首页

matrix factorization matrix completion manifold optimization nonconvex optimization


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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	1685	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	548	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	495	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	453	2012
Blind calibration of sensor networks L Balzano, R Nowak Proceedings of the 6th international conference on Information processing in …, 2007	241	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	158*	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	145	2012
High-rank matrix completion B Eriksson, L Balzano, R Nowak International Conference on Artificial Intelligence and Statistics, 373-381, 2012	145	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	97	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	95	2006
Global convergence of a grassmannian gradient descent algorithm for subspace estimation D Zhang, L Balzano Artificial Intelligence and Statistics, 1460-1468, 2016	78	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	69	2017
Iterative Grassmannian Optimization for Robust Image Alignment J He, D Zhang, L Balzano, T Tao arXiv preprint arXiv:1306.0404, 2013	69	2013
Asymptotic performance of PCA for high-dimensional heteroscedastic data D Hong, L Balzano, JA Fessler Journal of Multivariate Analysis 167, 435-452, 2018	59	2018
On GROUSE and incremental SVD L Balzano, SJ Wright 2013 5th IEEE International Workshop on Computational Advances in Multi …, 2013	55	2013

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