Kenneth Lange

According to our database, Kenneth Lange authored at least 63 papers between 1995 and 2025.

Collaborative distances:

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

2025

Bootstrap estimation of the proportion of outliers in robust regression.

Qiang Heng, Kenneth Lange

Stat. Comput., February, 2025

2024

A Majorization-Minimization Algorithm for Neuroimage Registration.

Gaiting Zhou, Daniel Tward, Kenneth Lange

SIAM J. Imaging Sci., March, 2024

Closest Farthest Widest.

Kenneth Lange

Algorithms, March, 2024

A Tutorial on Hadamard Semidifferentials.

Kenneth Lange

Found. Trends Optim., 2024

2023

A unified analysis of convex and non-convex ℓ _p-ball projection problems.

Joong-Ho Won, Kenneth Lange, Jason Xu

Optim. Lett., June, 2023

Multivariate genome-wide association analysis by iterative hard thresholding.

Benjamin B. Chu, Seyoon Ko, Jin J. Zhou, Aubrey Jensen, Hua Zhou, Janet S. Sinsheimer, Kenneth Lange

Bioinform., April, 2023

A Sharper Computational Tool for Regression.

Xiaoqian Liu, Eric C. Chi, Kenneth Lange

Technometrics, January, 2023

Algorithms for Sparse Support Vector Machines.

Alfonso Landeros, Kenneth Lange

J. Comput. Graph. Stat., 2023

Computation of the Hausdorff Distance between Two Compact Convex Sets.

Kenneth Lange

Algorithms, 2023

2022

Poisson Phase Retrieval in Very Low-Count Regimes.

Zongyu Li, Kenneth Lange, Jeffrey A. Fessler

IEEE Trans. Computational Imaging, 2022

Differential methods for assessing sensitivity in biological models.

Rachel Mester, Alfonso Landeros, Chris Rackauckas, Kenneth Lange

PLoS Comput. Biol., 2022

Extensions to the Proximal Distance Method of Constrained Optimization.

Alfonso Landeros, Oscar Hernan Madrid Padilla, Hua Zhou, Kenneth Lange

J. Mach. Learn. Res., 2022

2021

Orthogonal Trace-Sum Maximization: Applications, Local Algorithms, and Global Optimality.

Joong-Ho Won, Hua Zhou, Kenneth Lange

SIAM J. Matrix Anal. Appl., 2021

Algorithms for Poisson Phase Retrieval.

Zongyu Li, Kenneth Lange, Jeffrey A. Fessler

CoRR, 2021

Modern simulation utilities for genetic analysis.

Sarah S. Ji, Christopher A. German, Kenneth Lange, Janet S. Sinsheimer, Hua Zhou, Jin Zhou, Eric M. Sobel

BMC Bioinform., 2021

A fast data-driven method for genotype imputation, phasing and local ancestry inference: MendelImpute.jl.

Benjamin B. Chu, Eric M. Sobel, Rory Wasiolek, Seyoon Ko, Janet S. Sinsheimer, Hua Zhou, Kenneth Lange

Bioinform., 2021

Poisson Phase Retrieval With Wirtinger Flow.

Zongyu Li, Kenneth Lange, Jeffrey A. Fessler

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

A Scalable Framework for Sparse Clustering Without Shrinkage.

Zhiyue Zhang, Kenneth Lange, Jason Xu

CoRR, 2020

Simple and Scalable Sparse k-means Clustering via Feature Ranking.

Zhiyue Zhang, Kenneth Lange, Jason Xu

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Proximal Distance Algorithms: Theory and Practice.

Kevin L. Keys, Hua Zhou, Kenneth Lange

J. Mach. Learn. Res., 2019

Power k-Means Clustering.

Jason Xu, Kenneth Lange

Proceedings of the 36th International Conference on Machine Learning, 2019

Projection onto Minkowski Sums with Application to Constrained Learning.

Joong-Ho Won, Jason Xu, Kenneth Lange

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

A majorization-minimization algorithm for split feasibility problems.

Jason Xu, Eric C. Chi, Meng Yang, Kenneth Lange

Comput. Optim. Appl., 2018

BioSimulator.jl: Stochastic simulation in Julia.

Alfonso Landeros, Timothy Stutz, Kevin L. Keys, Alexander V. Alekseyenko, Janet S. Sinsheimer, Kenneth Lange, Mary E. Sehl

Comput. Methods Programs Biomed., 2018

2017

Generalized Linear Model Regression under Distance-to-set Penalties.

Jason Xu, Eric C. Chi, Kenneth Lange

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Efficient analysis of large datasets and sex bias with ADMIXTURE.

Suyash S. Shringarpure, Carlos D. Bustamante, Kenneth Lange, David H. Alexander

BMC Bioinform., 2016

MM optimization algorithms.

Kenneth Lange

SIAM, ISBN: 978-1-611-97439-3, 2016

2015

Polya′s Random Walk Theorem Revisited.

Kenneth Lange

Am. Math. Mon., 2015

Convex Clustering: An Attractive Alternative to Hierarchical Clustering.

Gary K. Chen, Eric C. Chi, John M. O. Ranola, Kenneth Lange

PLoS Comput. Biol., 2015

Matrix completion discriminant analysis.

Tong Tong Wu, Kenneth Lange

Comput. Stat. Data Anal., 2015

The proximal distance algorithm.

Kenneth Lange, Kevin L. Keys

CoRR, 2015

Path following in the exact penalty method of convex programming.

Hua Zhou, Kenneth Lange

Comput. Optim. Appl., 2015

2014

Hadamard's Determinant Inequality.

Kenneth Lange

Am. Math. Mon., 2014

A Look at the Generalized Heron Problem through the Lens of Majorization-Minimization.

Eric C. Chi, Kenneth Lange

Am. Math. Mon., 2014

MM algorithms for geometric and signomial programming.

Kenneth Lange, Hua Zhou

Math. Program., 2014

Distance majorization and its applications.

Eric C. Chi, Hua Zhou, Kenneth Lange

Math. Program., 2014

Stable estimation of a covariance matrix guided by nuclear norm penalties.

Eric C. Chi, Kenneth Lange

Comput. Stat. Data Anal., 2014

Fast spatial ancestry via flexible allele frequency surfaces.

John Michael Rañola, John Novembre, Kenneth Lange

Bioinform., 2014

2013

Cluster and propensity based approximation of a network.

John M. O. Ranola, Peter Langfelder, Kenneth Lange, Steve Horvath

BMC Syst. Biol., 2013

Mendel: the Swiss army knife of genetic analysis programs.

Kenneth Lange, Jeanette C. Papp, Janet S. Sinsheimer, Ram Sripracha, Hua Zhou, Eric M. Sobel

Bioinform., 2013

Imaging genetics via sparse canonical correlation analysis.

Eric C. Chi, Genevera I. Allen, Hua Zhou, Omid Kohannim, Kenneth Lange, Paul M. Thompson

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Techniques for Solving Sudoku Puzzles

Eric C. Chi, Kenneth Lange

CoRR, 2012

Reconstructing DNA copy number by joint segmentation of multiple sequences.

Zhongyang Zhang, Kenneth Lange, Chiara Sabatti

BMC Bioinform., 2012

Mendel-GPU: haplotyping and genotype imputation on graphics processing units.

Gary K. Chen, Kai Wang, Alex H. Stram, Eric M. Sobel, Kenneth Lange

Bioinform., 2012

2011

A quasi-Newton acceleration for high-dimensional optimization algorithms.

Hua Zhou, David H. Alexander, Kenneth Lange

Stat. Comput., 2011

A fast procedure for calculating importance weights in bootstrap sampling.

Hua Zhou, Kenneth Lange

Comput. Stat. Data Anal., 2011

Enhancements to the ADMIXTURE Algorithm for Individual Ancestry Estimation.

David H. Alexander, Kenneth Lange

BMC Bioinform., 2011

Penalized Regression for Genome-Wide Association Screening of Sequence Data.

Hua Zhou, David H. Alexander, Mary E. Sehl, Janet S. Sinsheimer, Kenneth Lange

Proceedings of the Biocomputing 2011: Proceedings of the Pacific Symposium, 2011

2010

Association screening of common and rare genetic variants by penalized regression.

Hua Zhou, Mary E. Sehl, Janet S. Sinsheimer, Kenneth Lange

Bioinform., 2010

A Poisson model for random multigraphs.

John M. O. Ranola, Sangtae Ahn, Mary E. Sehl, Desmond J. Smith, Kenneth Lange

Bioinform., 2010

2009

Directed Mammalian Gene Regulatory Networks Using Expression and Comparative Genomic Hybridization Microarray Data from Radiation Hybrids.

Sangtae Ahn, Richard T. Wang, Christopher C. Park, Andy Lin, Richard M. Leahy, Kenneth Lange, Desmond J. Smith

PLoS Comput. Biol., 2009

Accurate Stochastic Simulation via the Step Anticipation <i>τ</i>-Leaping (SAL) Algorithm.

Mary E. Sehl, Alexander V. Alekseyenko, Kenneth Lange

J. Comput. Biol., 2009

Sharp quadratic majorization in one dimension.

Jan de Leeuw, Kenneth Lange

Comput. Stat. Data Anal., 2009

Genome-wide association analysis by lasso penalized logistic regression.

Tong Tong Wu, Yi Fang Chen, Trevor Hastie, Eric M. Sobel, Kenneth Lange

Bioinform., 2009

2008

Penalized estimation of haplotype frequencies.

Kristin L. Ayers, Kenneth Lange

Bioinform., 2008

2006

Merging Microsatellite Data.

Angela P. Presson, Eric M. Sobel, Kenneth Lange, Jeanette C. Papp

J. Comput. Biol., 2006

Reconstructing Ancestral Haplotypes with a Dictionary Model.

Kristin L. Ayers, Chiara Sabatti, Kenneth Lange

J. Comput. Biol., 2006

2005

Vocabulon: a dictionary model approach for reconstruction and localization of transcription factor binding sites.

Chiara Sabatti, Lars Rohlin, Kenneth Lange, James C. Liao

Bioinform., 2005

2004

In the Garden of Branching Processes.

Karin S. Dorman, Janet S. Sinsheimer, Kenneth Lange

SIAM Rev., 2004

2003

Spline Methods for the Comparison of Physical and Genetic Maps.

Natalia Berloff, Markus Perola, Kenneth Lange

J. Comput. Biol., 2003

2002

Genomewide motif identification using a dictionary model.

Chiara Sabatti, Kenneth Lange

Proc. IEEE, 2002

1997

Grouped-Coordinate Ascent Algorithms for Penalized-Likelihood Transmission Image Reconstruction.

Jeffrey A. Fessler, Edward P. Ficaro, Neal H. Clinthorne, Kenneth Lange

IEEE Trans. Medical Imaging, 1997

1995

Globally convergent algorithms for maximum a posteriori transmission tomography.

Kenneth Lange, Jeffrey A. Fessler

IEEE Trans. Image Process., 1995