Valentina Ciccone

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 8

Top Topics

Alternating Minimization Algorithm

Factor Analysis

Covariance Matrices

Top Venues

IEEE Trans. Autom. Control.

Publications

Valentina Ciccone, Yongxin Chen, Tryphon T. Georgiou, Michele Pavon
Regularized Transport Between Singular Covariance Matrices. IEEE Trans. Autom. Control. 66 (7) (2021)
Valentina Ciccone, Yongxin Chen, Tryphon T. Georgiou, Michele Pavon
Regularized transport between singular covariance matrices. CoRR (2020)
Valentina Ciccone, Augusto Ferrante
Space and spectral domain relative entropy for homogeneous random fields. Autom. 122 (2020)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
Learning Latent Variable Dynamic Graphical Models by Confidence Sets Selection. IEEE Trans. Autom. Control. 65 (12) (2020)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
Factor Models With Real Data: A Robust Estimation of the Number of Factors. IEEE Trans. Autom. Control. 64 (6) (2019)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
An alternating minimization algorithm for Factor Analysis. Kybernetika 55 (4) (2019)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
Robust Identification of "Sparse Plus Low-rank" Graphical Models: An Optimization Approach. CDC (2018)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
Factor analysis with finite data. CDC (2017)