Artigos com autorizações de acesso público - Laura BalzanoSaiba mais
4 artigos não disponíveis publicamente
The Landscape of Non-Convex Quadratic Feasibility
A Bower, L Jain, L Balzano
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
Autorizações: US National Science Foundation, US Department of Defense
Online sparse and orthogonal subspace estimation from partial information
P Xiao, L Balzano
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
Autorizações: US National Science Foundation
Manifold Optimization for Data Driven Reduced-Order Modeling*
R Newton, Z Du, L Balzano, P Seiler
2023 59th Annual Allerton Conference on Communication, Control, and …, 2023
Autorizações: US National Science Foundation, US Department of Defense
Optimality of POD for Data-Driven LQR With Low-Rank Structures
R Newton, Z Du, P Seiler, L Balzano
IEEE Control Systems Letters, 2023
Autorizações: US National Science Foundation, US Department of Energy, US Department of …
54 artigos disponíveis publicamente
Streaming PCA and subspace tracking: The missing data case
L Balzano, Y Chi, YM Lu
Proceedings of the IEEE 106 (8), 1293-1310, 2018
Autorizações: US National Science Foundation, US Department of Defense, US National …
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
Autorizações: US National Science Foundation, US Department of Defense, US National …
Asymptotic performance of PCA for high-dimensional heteroscedastic data
D Hong, L Balzano, JA Fessler
Journal of Multivariate Analysis 167, 435-452, 2018
Autorizações: US National Science Foundation, US Department of Defense, US National …
LEARNING TO SHARE: SIMULTANEOUS PARAMETER TYING AND SPARSIFICATION IN DEEP LEARNING
D Zhang, H Wang, MAT Figueiredo, L Balzano
Autorizações: US Department of Defense
Neural collapse with normalized features: A geometric analysis over the riemannian manifold
C Yaras, P Wang, Z Zhu, L Balzano, Q Qu
Advances in neural information processing systems 35, 11547-11560, 2022
Autorizações: US National Science Foundation, US Department of Defense
Online Algorithms for Factorization-Based Structure from Motion
R Kennedy, L Balzano, SJ Wright, CJ Taylor
Computer Vision and Image Understanding 150, 139-152, 2016
Autorizações: US National Science Foundation
Optimally Weighted PCA for High-Dimensional Heteroscedastic Data
D Hong, F Yang, JA Fessler, L Balzano
SIAM Journal on Mathematics of Data Science 5 (1), 222-250, 2023
Autorizações: US National Science Foundation, US Department of Energy, US Department of …
Real-Time Energy Disaggregation of a Distribution Feeder's Demand Using Online Learning
GS Ledva, L Balzano, JL Mathieu
IEEE Transactions on Power Systems, 2018
Autorizações: US National Science Foundation
Subspace clustering using ensembles of K-subspaces
J Lipor, D Hong, YS Tan, L Balzano
Information and Inference: A Journal of the IMA 10 (1), 73-107, 2021
Autorizações: US National Science Foundation, US Department of Defense, National Natural …
Grassmannian optimization for online tensor completion and tracking with the t-svd
K Gilman, DA Tarzanagh, L Balzano
IEEE Transactions on Signal Processing 70, 2152-2167, 2022
Autorizações: US National Science Foundation, US Department of Defense
Online matrix factorization for Markovian data and applications to Network Dictionary Learning
H Lyu, D Needell, L Balzano
Journal of Machine Learning Research 21 (251), 1-49, 2020
Autorizações: US National Science Foundation, US Department of Defense
Clustering quality metrics for subspace clustering
J Lipor, L Balzano
Pattern Recognition 104, 107328, 2020
Autorizações: US National Science Foundation, US Department of Defense
Hybrid stem cell states: insights into the relationship between mammary development and breast cancer using single-cell transcriptomics
T Thong, Y Wang, MD Brooks, CT Lee, C Scott, L Balzano, MS Wicha, ...
Frontiers in Cell and Developmental Biology 8, 288, 2020
Autorizações: US National Science Foundation, US National Institutes of Health
Leveraging union of subspace structure to improve constrained clustering
J Lipor, L Balzano
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
Autorizações: US National Science Foundation, US Department of Defense
Improving-Subspaces via Coherence Pursuit
A Gitlin, B Tao, L Balzano, J Lipor
IEEE Journal of Selected Topics in Signal Processing 12 (6), 1575-1588, 2018
Autorizações: US National Science Foundation, US Department of Defense
Supervised Principal Component Analysis Via Manifold Optimization
A Ritchie, C Scott, L Balzano, D Kessler, CS Sripada
Proceedings of 2019 IEEE Data Science Workshop (DSW), 2019
Autorizações: US National Science Foundation, US Department of Defense
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