Katherine J. Pearce

According to our database, Katherine J. Pearce authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Attention Mechanisms Through the Lens of Numerical Methods: Approximation Methods and Alternative Formulations.

Michel Fabrice Serret, Alice Cortinovis, Yijun Dong, Diana Halikias, Anna Ma, Fabio Matti, Deanna Needell, Katherine J. Pearce, Elizaveta Rebrova, Disha Shur, Rudi Smith, Hai-Xiao Wang, Laura Grigori

CoRR, April, 2026

Efficient error estimators for Generalized Nyström.

Lorenzo Lazzarino, Katherine J. Pearce, Nathaniel Pritchard

CoRR, January, 2026

2025

Randomized Algorithms for Low-Rank Matrix and Tensor Decompositions.

Katherine J. Pearce, Per-Gunnar Martinsson

CoRR, December, 2025

Adaptive Parallelizable Algorithms for Interpolative Decompositions via Partially Pivoted LU.

Katherine J. Pearce, Chao Chen, Yijun Dong, Per-Gunnar Martinsson

Numer. Linear Algebra Appl., February, 2025

Randomized Rank-Structured Matrix Compression by Tagging.

Katherine J. Pearce, Anna Yesypenko, James Levitt, Per-Gunnar Martinsson

CoRR, January, 2025

Robust Blockwise Random Pivoting: Fast and Accurate Adaptive Interpolative Decomposition.

Yijun Dong, Chao Chen, Per-Gunnar Martinsson, Katherine J. Pearce

SIAM J. Matrix Anal. Appl., 2025

2022

Robust Parameter Identifiability Analysis via Column Subset Selection.

Katherine J. Pearce, Ilse C. F. Ipsen, Mansoor A. Haider, Arvind K. Saibaba, Ralph C. Smith

CoRR, 2022