Hybrid Stem Cell States: Insights Into the Relationship Between Mammary Development and Breast Cancer Using Single-Cell Transcriptomics
Thong, Tasha, Wang, Yutong, Brooks, Michael D, Lee, Christopher T, Scott, Clayton, Balzano, Laura, Wicha, Max S, Colacino, Justin A
Published in Frontiers in cell and developmental biology (08.05.2020)
Published in Frontiers in cell and developmental biology (08.05.2020)
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Journal Article
Online identification and tracking of subspaces from highly incomplete information
Balzano, L, Nowak, R, Recht, B
Published in 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2010)
Published in 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2010)
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Conference Proceeding
Learning physics-based reduced-order models from data using nonlinear manifolds
Geelen, Rudy, Balzano, Laura, Wright, Stephen, Willcox, Karen
Published in Chaos (Woodbury, N.Y.) (01.03.2024)
Published in Chaos (Woodbury, N.Y.) (01.03.2024)
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Journal Article
Asymptotic performance of PCA for high-dimensional heteroscedastic data
Hong, David, Balzano, Laura, Fessler, Jeffrey A.
Published in Journal of multivariate analysis (01.09.2018)
Published in Journal of multivariate analysis (01.09.2018)
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Journal Article
Online Tensor Completion and Free Submodule Tracking With The T-SVD
Gilman, Kyle, Balzano, Laura
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
HePPCAT: Probabilistic PCA for Data With Heteroscedastic Noise
Hong, David, Gilman, Kyle, Balzano, Laura, Fessler, Jeffrey A.
Published in IEEE transactions on signal processing (2021)
Published in IEEE transactions on signal processing (2021)
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Journal Article
Improving K-Subspaces via Coherence Pursuit
Gitlin, Andrew, Tao, Biaoshuai, Balzano, Laura, Lipor, John
Published in IEEE journal of selected topics in signal processing (01.12.2018)
Published in IEEE journal of selected topics in signal processing (01.12.2018)
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Journal Article
Real-Time Energy Disaggregation of a Distribution Feeder's Demand Using Online Learning
Ledva, Gregory S., Balzano, Laura, Mathieu, Johanna L.
Published in IEEE transactions on power systems (01.09.2018)
Published in IEEE transactions on power systems (01.09.2018)
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Journal Article
Iterative Grassmannian optimization for robust image alignment
He, Jun, Zhang, Dejiao, Balzano, Laura, Tao, Tao
Published in Image and vision computing (01.10.2014)
Published in Image and vision computing (01.10.2014)
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Journal Article
What to Expect When You Are Expecting on the Grassmannian
Eftekhari, Armin, Balzano, Laura, Wakin, Michael B.
Published in IEEE signal processing letters (01.06.2017)
Published in IEEE signal processing letters (01.06.2017)
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Journal Article
Robust blind calibration via total least squares
Lipor, John, Balzano, Laura
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Local Convergence of an Algorithm for Subspace Identification from Partial Data
Balzano, Laura, Wright, Stephen J.
Published in Foundations of computational mathematics (01.10.2015)
Published in Foundations of computational mathematics (01.10.2015)
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Journal Article
Incremental gradient on the Grassmannian for online foreground and background separation in subsampled video
Jun He, Balzano, L., Szlam, A.
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
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Conference Proceeding
Optimality of POD for Data-Driven LQR With Low-Rank Structures
Newton, Rachel, Du, Zhe, Seiler, Peter, Balzano, Laura
Published in IEEE control systems letters (01.01.2024)
Published in IEEE control systems letters (01.01.2024)
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Journal Article
Distance-Penalized Active Learning Using Quantile Search
Lipor, John, Wong, Brandon P., Scavia, Donald, Kerkez, Branko, Balzano, Laura
Published in IEEE transactions on signal processing (15.10.2017)
Published in IEEE transactions on signal processing (15.10.2017)
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Journal Article
Improving [Formula Omitted]-Subspaces via Coherence Pursuit
Gitlin, Andrew, Biaoshuai Tao, Balzano, Laura, Lipor, John
Published in IEEE journal of selected topics in signal processing (01.01.2018)
Published in IEEE journal of selected topics in signal processing (01.01.2018)
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Journal Article