Ilse C. F. Ipsen

Ilse C. F. Ipsen

North Carolina State University

H-index: 42

North America-United States

About Ilse C. F. Ipsen

Ilse C. F. Ipsen, With an exceptional h-index of 42 and a recent h-index of 21 (since 2020), a distinguished researcher at North Carolina State University, specializes in the field of numerical linear algebra, randomized algorithms.

His recent articles reflect a diverse array of research interests and contributions to the field:

Stochastic Rounding Implicitly Regularizes Tall-and-Thin Matrices

Monte Carlo methods for estimating the diagonal of a real symmetric matrix

Small singular values can increase in lower precision

Statistical properties of BayesCG under the Krylov prior

Precision-aware deterministic and probabilistic error bounds for floating point summation

Probabilistic Numerical Methods-From Theory to Implementation (Dagstuhl Seminar 21432)

A projector-based approach to quantifying total and excess uncertainties for sketched linear regression

Statistical Properties of the Probabilistic Numeric Linear Solver BayesCG

Ilse C. F. Ipsen Information

University

Position

Professor of Mathematics

Citations(all)

5038

Citations(since 2020)

1234

Cited By

4344

hIndex(all)

42

hIndex(since 2020)

21

i10Index(all)

72

i10Index(since 2020)

37

Email

University Profile Page

Google Scholar

Ilse C. F. Ipsen Skills & Research Interests

numerical linear algebra

randomized algorithms

Top articles of Ilse C. F. Ipsen

Title

Journal

Author(s)

Publication Date

Stochastic Rounding Implicitly Regularizes Tall-and-Thin Matrices

arXiv preprint arXiv:2403.12278

Gregory Dexter

Christos Boutsikas

Linkai Ma

Ilse CF Ipsen

Petros Drineas

2024/3/18

Monte Carlo methods for estimating the diagonal of a real symmetric matrix

SIAM Journal on Matrix Analysis and Applications

Eric Hallman

Ilse CF Ipsen

Arvind K Saibaba

2023/3/31

Small singular values can increase in lower precision

arXiv preprint arXiv:2303.03547

Christos Boutsikas

Petros Drineas

Ilse CF Ipsen

2023/3/6

Statistical properties of BayesCG under the Krylov prior

Numerische Mathematik

Tim W Reid

Ilse CF Ipsen

Jon Cockayne

Chris J Oates

2023/12

Precision-aware deterministic and probabilistic error bounds for floating point summation

Numerische Mathematik

Eric Hallman

Ilse CF Ipsen

2023/10

Probabilistic Numerical Methods-From Theory to Implementation (Dagstuhl Seminar 21432)

Philipp Hennig

Ilse CF Ipsen

Maren Mahsereci

Tim Sullivan

2022

A projector-based approach to quantifying total and excess uncertainties for sketched linear regression

Information and Inference: A Journal of the IMA

Jocelyn T Chi

Ilse CF Ipsen

2022/9

Statistical Properties of the Probabilistic Numeric Linear Solver BayesCG

arXiv preprint arXiv:2208.03885

Tim W Reid

Ilse CF Ipsen

Jon Cockayne

Chris J Oates

2022/8/8

Robust Parameter Identifiability Analysis via Column Subset Selection

arXiv preprint arXiv:2205.04203

Katherine J Pearce

Ilse CF Ipsen

Mansoor A Haider

Arvind K Saibaba

Ralph C Smith

2022/5/9

Probabilistic iterative methods for linear systems

Journal of machine learning research

Jon Cockayne

Ilse CF Ipsen

Chris J Oates

Tim W Reid

2021

SEAGLE: A Scalable Exact Algorithm for Large-Scale Set-Based Gene-Environment Interaction Tests in Biobank Data

Frontiers in genetics

Jocelyn T Chi

Ilse CF Ipsen

Tzu-Hung Hsiao

Ching-Heng Lin

Li-San Wang

...

2021/11/2

Multiplicative perturbation bounds for multivariate multiple linear regression in Schatten p-norms

Linear Algebra and its Applications

Jocelyn T Chi

Ilse CF Ipsen

2021/9/1

Deterministic and probabilistic error bounds for floating point summation algorithms

arXiv preprint arXiv:2107.01604

Eric Hallman

Ilse CF Ipsen

2021/7/4

Lecture 14: Randomized Algorithms for Least Squares Problems

Ilse CF Ipsen

2021

Probabilistic error analysis for inner products

SIAM journal on matrix analysis and applications

Ilse CF Ipsen

Hua Zhou

2020

1. What It's All About

Linear Algebra and Analysis

Ilse CF Ipsen

2020/10/12

A history of inverse iteration

Helmut Wielandt, Mathematische Werke, Mathematical Works

Ilse CF Ipsen

2020/10/12

BayesCG as an uncertainty aware version of CG

arXiv preprint arXiv:2008.03225

Tim W Reid

Ilse CF Ipsen

Jon Cockayne

Chris J Oates

2020/8/7

Probabilistic Numerical Linear Solvers

XXI Householder Symposium on Numerical Linear Algebra

Jon Cockayne

Ilse CF Ipsen

Chris J Oates

Tim Reid

2020/6/14

See List of Professors in Ilse C. F. Ipsen University(North Carolina State University)

Co-Authors

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