James V Burke

James V Burke

University of Washington

H-index: 48

North America-United States

About James V Burke

James V Burke, With an exceptional h-index of 48 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Numerical Optimization, Convex Analysis, Nonsmooth Analysis, Eigenvalue Optimization.

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

A relaxation approach to feature selection for linear mixed effects models

Analysis of relaxation methods for feature selection in mixed effects models

A study of convex convex-composite functions via infimal convolution with applications

Convergence of the gradient sampling algorithm on directionally Lipschitz functions

Algorithms for block tridiagonal systems: Stability results for generalized Kalman smoothing

Algorithms for Block Tridiagonal Systems: Foundations and New Results for Generalized Kalman Smoothing

On the global minimizers of real robust phase retrieval with sparse noise

Strong metric (sub) regularity of Karush–Kuhn–Tucker mappings for piecewise linear-quadratic convex-composite optimization and the quadratic convergence of Newton’s method

James V Burke Information

University

Position

___

Citations(all)

7498

Citations(since 2020)

2206

Cited By

6322

hIndex(all)

48

hIndex(since 2020)

25

i10Index(all)

91

i10Index(since 2020)

57

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

James V Burke Skills & Research Interests

Numerical Optimization

Convex Analysis

Nonsmooth Analysis

Eigenvalue Optimization

Top articles of James V Burke

Title

Journal

Author(s)

Publication Date

A relaxation approach to feature selection for linear mixed effects models

Journal of Computational and Graphical Statistics

Aleksei Sholokhov

James V Burke

Damian F Santomauro

Peng Zheng

Aleksandr Aravkin

2024/1/2

Analysis of relaxation methods for feature selection in mixed effects models

arXiv preprint arXiv:2209.10575

Aleksandr Aravkin

James Burke

Aleksei Sholokhov

Peng Zheng

2022/9/21

A study of convex convex-composite functions via infimal convolution with applications

Mathematics of Operations Research

James V Burke

Hoheisel Tim

Quang V Nguyen

2021/11

Convergence of the gradient sampling algorithm on directionally Lipschitz functions

Set-Valued and Variational Analysis

James V Burke

Qiuying Lin

2021/7/10

Algorithms for block tridiagonal systems: Stability results for generalized Kalman smoothing

IFAC-PapersOnLine

Aleksandr Y Aravkin

James V Burke

Bradley M Bell

Gianluigi Pillonetto

2021/1/1

Algorithms for Block Tridiagonal Systems: Foundations and New Results for Generalized Kalman Smoothing

Aleksandr Y Aravkin

James V Burke

Bradley M Bell

Gianluigi Pillonetto

2021

On the global minimizers of real robust phase retrieval with sparse noise

IEEE Transactions on Information Theory

Aleksandr Aravkin

James V Burke

Daiwei He

2020/11/26

Strong metric (sub) regularity of Karush–Kuhn–Tucker mappings for piecewise linear-quadratic convex-composite optimization and the quadratic convergence of Newton’s method

Mathematics of Operations Research

James V Burke

Abraham Engle

2020/8

The subdifferential of measurable composite max integrands and smoothing approximation

Mathematical Programming

James V Burke

Xiaojun Chen

Hailin Sun

2020/6

Gradient sampling methods for nonsmooth optimization

James V Burke

Frank E Curtis

Adrian S Lewis

Michael L Overton

Lucas EA Simões

2020/2/29

Inexact sequential quadratic optimization with penalty parameter updates within the QP solver

arXiv preprint arXiv:1803.09224

James V Burke

Frank E Curtis

Hao Wang

Jiashan Wang

2018/3/25

An algorithm for nonparametric estimation of a multivariate mixing distribution with applications to population pharmacokinetics

Pharmaceutics

Walter M Yamada

Michael N Neely

Jay Bartroff

David S Bayard

James V Burke

...

2020/12/30

See List of Professors in James V Burke University(University of Washington)

Co-Authors

H-index: 62
Christian Kanzow

Christian Kanzow

Julius-Maximilians-Universität Würzburg

H-index: 53
Adrian Lewis

Adrian Lewis

Cornell University

H-index: 53
Michael L. Overton

Michael L. Overton

New York University

H-index: 50
Aleksandr Aravkin

Aleksandr Aravkin

University of Washington

H-index: 41
Gianluigi Pillonetto

Gianluigi Pillonetto

Università degli Studi di Padova

H-index: 40
Alessandro Chiuso

Alessandro Chiuso

Università degli Studi di Padova

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