On maximum volume submatrices and cross approximation for symmetric semidefinite and diagonally dominant matrices. - Alice Cortinovis; Daniel Kressner; Stefano Massei (CoRR, 2019)

Quasi-Optimal Sampling to Learn Basis Updates for Online Adaptive Model Reduction with Adaptive Empirical Interpolation. - Alice Cortinovis; Daniel Kressner; Stefano Massei; Benjamin Peherstorfer (ACC, 2020)

Low-Rank Approximation in the Frobenius Norm by Column and Row Subset Selection. - Alice Cortinovis; Daniel Kressner (SIAM J. Matrix Anal. Appl., 2020)

Low-Rank Updates of Matrix Functions II: Rational Krylov Methods. - Bernhard Beckermann; Alice Cortinovis; Daniel Kressner; Marcel Schweitzer (SIAM J. Numer. Anal., 2021)

Speeding up Krylov subspace methods for computing f(A)b via randomization. - Alice Cortinovis; Daniel Kressner; Yuji Nakatsukasa (CoRR, 2022)

On Randomized Trace Estimates for Indefinite Matrices with an Application to Determinants. - Alice Cortinovis; Daniel Kressner (Found. Comput. Math., 2022)

Divide-and-Conquer Methods for Functions of Matrices with Banded or Hierarchical Low-Rank Structure. - Alice Cortinovis; Daniel Kressner; Stefano Massei (SIAM J. Matrix Anal. Appl., 2022)

Improved Variants of the Hutch++ Algorithm for Trace Estimation. - David Persson; Alice Cortinovis; Daniel Kressner (SIAM J. Matrix Anal. Appl., 2022)

Computing Free Convolutions via Contour Integrals. - Alice Cortinovis; Lexing Ying (CoRR, 2023)

Improved bounds for randomized Schatten norm estimation of numerically low-rank matrices. - Ya-Chi Chu; Alice Cortinovis (CoRR, 2024)

Adaptive randomized pivoting for column subset selection, DEIM, and low-rank approximation. - Alice Cortinovis; Daniel Kressner (CoRR, 2024)

Speeding Up Krylov Subspace Methods for Computing ( boldsymbol{{f}(A){b}} ) via Randomization. - Alice Cortinovis; Daniel Kressner; Yuji Nakatsukasa (SIAM J. Matrix Anal. Appl., 2024)

A Sublinear-Time Randomized Algorithm for Column and Row Subset Selection Based on Strong Rank-Revealing QR Factorizations. - Alice Cortinovis; Lexing Ying (SIAM J. Matrix Anal. Appl., 2025)