Laura Balzano

Available identifiers

zbMath Open balzano.lauraMaRDI QIDQ887155

List of research outcomes

Publication	Date of Publication	Type
Learning latent representations in high-dimensional state spaces using polynomial manifold constructions	2023-06-23	Paper
Proximal DC Algorithm for Sample Average Approximation of Chance Constrained Programming: Convergence and Numerical Results	2023-01-01	Paper
HePPCAT: Probabilistic PCA for Data With Heteroscedastic Noise	2022-09-23	Paper
Subspace clustering using ensembles of K-subspaces	2021-08-16	Paper
Tensor Methods for Nonlinear Matrix Completion	2021-07-06	Paper
https://portal.mardi4nfdi.de/entity/Q5149052	2021-02-05	Paper
HePPCAT: Probabilistic PCA for Data with Heteroscedastic Noise	2021-01-09	Paper
Streaming Principal Component Analysis From Incomplete Data	2020-02-07	Paper
Online matrix factorization for Markovian data and applications to Network Dictionary Learning	2019-11-05	Paper
Disaggregating load by type from distribution system measurements in real time	2019-09-18	Paper
A Memory-efficient Algorithm for Large-scale Sparsity Regularized Image Reconstruction	2019-03-31	Paper
Distance-Penalized Active Learning Using Quantile Search	2019-03-06	Paper
Asymptotic performance of PCA for high-dimensional heteroscedastic data	2018-08-16	Paper
Rank Minimization Over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations	2017-07-12	Paper
Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation From Undersampled Data	2016-10-01	Paper
Local convergence of an algorithm for subspace identification from partial data	2015-10-28	Paper
Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation	2015-06-24	Paper
Blind Calibration of Networks of Sensors: Theory and Algorithms	2011-06-01	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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