Content available in repository
Content available in repository
Personal profile
Quote
All knowledge is worth having - J. Carey
Research profile
Giulia Ferrandi got her PhD from the Eindhoven University of Technology, Department of Mathematics and Computer Science. She is currently a guest researcher there. Under the supervision of prof. Michiel Hochstenbach (TU/e) and prof. Rosário Oliveira (IST, Lisbon), she worked on the European project BIGMATH. Her main interests are Statistics, Linear Algebra, and Optimization applied to statistical problems.
Academic background
Giulia Ferrandi studied at Università degli Studi di Milano, in the Department of Mathematics, from Sept. 2012 to Feb. 2018. During her master degree, she focused on Probability and Statistics. She briefly taught in High School and spent some months in industry.
Fingerprint
Dive into the research topics where Giulia Ferrandi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
A subspace method for large-scale trace ratio problems
Ferrandi, G. (Corresponding author), Hochstenbach, M. E. & Rosário Oliveira, M., May 2025, In: Computational Statistics and Data Analysis. 205, 17 p., 108108.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile23 Downloads (Pure) -
Limited memory gradient methods for unconstrained optimization
Ferrandi, G. (Corresponding author) & Hochstenbach, M. E., Jun 2025, In: Numerical Algorithms. 99, 2, p. 735-764 30 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
A homogeneous Rayleigh quotient with applications in gradient methods
Ferrandi, G. (Corresponding author) & Hochstenbach, M. E., Feb 2024, In: Journal of Computational and Applied Mathematics. 437, 15 p., 115440.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)140 Downloads (Pure) -
Rayleigh Quotients in Gradient Methods and Linear Dimensionality Reduction
Ferrandi, G., 29 Jan 2024, Eindhoven: Eindhoven University of Technology. 194 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile427 Downloads (Pure) -
A harmonic framework for stepsize selection in gradient methods
Ferrandi, G. (Corresponding author), Hochstenbach, M. E. & Krejić, N., May 2023, In: Computational Optimization and Applications. 85, p. 75-106 32 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Citations (Scopus)75 Downloads (Pure)