Aleksandros Sobczyk

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Maximum Distance

Johnson Lindenstrauss

Algorithms And Data Structures

Euclidean Metric

Top Venues

SIAM J. Matrix Anal. Appl.

ACM Trans. Math. Softw.

Publications

Aleksandros Sobczyk, Marko Mladenovic, Mathieu Luisier
Hermitian Pseudospectral Shattering, Cholesky, Hermitian Eigenvalues, and Density Functional Theory in Nearly Matrix Multiplication Time. CoRR (2023)
Aleksandros Sobczyk, Efstratios Gallopoulos
pylspack: Parallel algorithms and data structures for sketching, column subset selection, regression and leverage scores. CoRR (2022)
Aleksandros Sobczyk, Mathieu Luisier
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss. NeurIPS (2022)
Aleksandros Sobczyk, Efstratios Gallopoulos
pylspack: Parallel Algorithms and Data Structures for Sketching, Column Subset Selection, Regression, and Leverage Scores. ACM Trans. Math. Softw. 48 (4) (2022)
Aleksandros Sobczyk, Mathieu Luisier
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss. CoRR (2022)
Aleksandros Sobczyk, Efstratios Gallopoulos
Estimating Leverage Scores via Rank Revealing Methods and Randomization. SIAM J. Matrix Anal. Appl. 42 (3) (2021)
Aleksandros Sobczyk, Efstratios Gallopoulos
Estimating leverage scores via rank revealing methods and randomization. CoRR (2021)