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Yuji Nakatsukasa

Prof. Yuji Nakatsukasa

Status
Academic Faculty
+44 1865 615319
Contact form
https://people.maths.ox.ac.uk/nakatsukasa/
ORCID iD
https://orcid.org/0000-0001-7911-1501
Research groups
  • Machine Learning and Data Science
  • Numerical Analysis
Research subgroups
  • Random Matrix Theory
Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Recent publications
Accuracy and stability of CUR decompositions with oversampling
Taejun, P Nakatsukasa, Y SIAM Journal on Matrix Analysis and Applications volume 46 issue 1 780-810 (26 Mar 2025)
Efficient bounds and estimates for canonical angles in randomized subspace approximations
Dong, Y Martinsson, P Nakatsukasa, Y SIAM Journal on Matrix Analysis and Applications volume 45 issue 4 1978-2006 (18 Oct 2024)
Fast and accurate randomized algorithms for linear systems and eigenvalue problems
Nakatsukasa, Y Tropp, J SIAM Journal on Matrix Analysis and Applications volume 45 issue 2 1183-1214 (20 Jun 2024)
A Cholesky QR type algorithm for computing tall-skinny QR factorization with column pivoting
Fukaya, T Nakatsukasa, Y Yamamoto, Y volume 00 63-75 (31 May 2024)
Are sketch-and-precondition least squares solvers numerically stable?
Meier, M Nakatsukasa, Y Townsend, A Webb, M SIAM Journal on Matrix Analysis and Applications volume 45 issue 2 905-929 (24 Apr 2024)
Prizes, awards, and scholarships

Inaugural ICBS Frontiers of Science Award (2023)

Alston S. Householder Prize (2014)

Leslie Fox Prize (2011)

Research interests

Numerical linear algebra, especially randomized algorithms

Rational approximation, theory and computation

 

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London Mathematical Society Good Practice Scheme Athena SWAN Silver Award (ECU Gender Charter) Stonewall Silver Employer 2022

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