Kenneth Lange

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 27

Top Topics

Stochastic Simulation

Hard Thresholding

Association Analysis

Top Venues

Publications

Kenneth Lange
Closest Farthest Widest. Algorithms 17 (3) (2024)
Gaiting Zhou, Daniel Tward, Kenneth Lange
A Majorization-Minimization Algorithm for Neuroimage Registration. SIAM J. Imaging Sci. 17 (1) (2024)
Kenneth Lange
A Tutorial on Hadamard Semidifferentials. Found. Trends Optim. 6 (1) (2024)
Xiaoqian Liu, Eric C. Chi, Kenneth Lange
A Sharper Computational Tool for Regression. Technometrics 65 (1) (2023)
Benjamin B. Chu, Seyoon Ko, Jin J. Zhou, Aubrey Jensen, Hua Zhou, Janet S. Sinsheimer, Kenneth Lange
Multivariate genome-wide association analysis by iterative hard thresholding. Bioinform. 39 (4) (2023)
Joong-Ho Won, Kenneth Lange, Jason Xu
-ball projection problems. Optim. Lett. 17 (5) (2023)
Kenneth Lange
Computation of the Hausdorff Distance between Two Compact Convex Sets. Algorithms 16 (10) (2023)
Alfonso Landeros, Kenneth Lange
Algorithms for Sparse Support Vector Machines. J. Comput. Graph. Stat. 32 (3) (2023)
Zongyu Li, Kenneth Lange, Jeffrey A. Fessler
Poisson Phase Retrieval in Very Low-Count Regimes. IEEE Trans. Computational Imaging 8 (2022)
Alfonso Landeros, Oscar Hernan Madrid Padilla, Hua Zhou, Kenneth Lange
Extensions to the Proximal Distance Method of Constrained Optimization. J. Mach. Learn. Res. 23 (2022)
Rachel Mester, Alfonso Landeros, Chris Rackauckas, Kenneth Lange
Differential methods for assessing sensitivity in biological models. PLoS Comput. Biol. 18 (6) (2022)
Zongyu Li, Kenneth Lange, Jeffrey A. Fessler
Algorithms for Poisson Phase Retrieval. CoRR (2021)
Zongyu Li, Kenneth Lange, Jeffrey A. Fessler
Poisson Phase Retrieval With Wirtinger Flow. ICIP (2021)
Benjamin B. Chu, Eric M. Sobel, Rory Wasiolek, Seyoon Ko, Janet S. Sinsheimer, Hua Zhou, Kenneth Lange
A fast data-driven method for genotype imputation, phasing and local ancestry inference: MendelImpute.jl. Bioinform. 37 (24) (2021)
Joong-Ho Won, Hua Zhou, Kenneth Lange
Orthogonal Trace-Sum Maximization: Applications, Local Algorithms, and Global Optimality. SIAM J. Matrix Anal. Appl. 42 (2) (2021)
Sarah S. Ji, Christopher A. German, Kenneth Lange, Janet S. Sinsheimer, Hua Zhou, Jin Zhou, Eric M. Sobel
Modern simulation utilities for genetic analysis. BMC Bioinform. 22 (1) (2021)
Zhiyue Zhang, Kenneth Lange, Jason Xu
Simple and Scalable Sparse k-means Clustering via Feature Ranking. NeurIPS (2020)
Zhiyue Zhang, Kenneth Lange, Jason Xu
A Scalable Framework for Sparse Clustering Without Shrinkage. CoRR (2020)
Alfonso Landeros, Oscar Hernan Madrid Padilla, Hua Zhou, Kenneth Lange
Extensions to the Proximal Distance of Method of Constrained Optimization. CoRR (2020)
Kevin L. Keys, Hua Zhou, Kenneth Lange
Proximal Distance Algorithms: Theory and Practice. J. Mach. Learn. Res. 20 (2019)
Joong-Ho Won, Jason Xu, Kenneth Lange
Projection onto Minkowski Sums with Application to Constrained Learning. ICML (2019)
Jason Xu, Kenneth Lange
Power k-Means Clustering. ICML (2019)
Alfonso Landeros, Timothy Stutz, Kevin L. Keys, Alexander V. Alekseyenko, Janet S. Sinsheimer, Kenneth Lange, Mary E. Sehl
BioSimulator.jl: Stochastic simulation in Julia. CoRR (2018)
Alfonso Landeros, Timothy Stutz, Kevin L. Keys, Alexander V. Alekseyenko, Janet S. Sinsheimer, Kenneth Lange, Mary E. Sehl
BioSimulator.jl: Stochastic simulation in Julia. Comput. Methods Programs Biomed. 167 (2018)
Jason Xu, Eric C. Chi, Meng Yang, Kenneth Lange
A majorization-minimization algorithm for split feasibility problems. Comput. Optim. Appl. 71 (3) (2018)
Jason Xu, Eric C. Chi, Kenneth Lange
Generalized Linear Model Regression under Distance-to-set Penalties. NIPS (2017)
Suyash S. Shringarpure, Carlos D. Bustamante, Kenneth Lange, David H. Alexander
Efficient analysis of large datasets and sex bias with ADMIXTURE. BMC Bioinform. 17 (2016)
Hua Zhou, Kenneth Lange
Path following in the exact penalty method of convex programming. Comput. Optim. Appl. 61 (3) (2015)
Gary K. Chen, Eric C. Chi, John M. O. Ranola, Kenneth Lange
Convex Clustering: An Attractive Alternative to Hierarchical Clustering. PLoS Comput. Biol. 11 (5) (2015)
Tong Tong Wu, Kenneth Lange
Matrix completion discriminant analysis. Comput. Stat. Data Anal. 92 (2015)
Kenneth Lange
Polya′s Random Walk Theorem Revisited. Am. Math. Mon. 122 (10) (2015)
Kenneth Lange, Kevin L. Keys
The proximal distance algorithm. CoRR (2015)
Eric C. Chi, Kenneth Lange
A Look at the Generalized Heron Problem through the Lens of Majorization-Minimization. Am. Math. Mon. 121 (2) (2014)
Eric C. Chi, Hua Zhou, Kenneth Lange
Distance majorization and its applications. Math. Program. 146 (1-2) (2014)
Kenneth Lange, Hua Zhou
MM algorithms for geometric and signomial programming. Math. Program. 143 (1-2) (2014)
John Michael Rañola, John Novembre, Kenneth Lange
Fast spatial ancestry via flexible allele frequency surfaces. Bioinform. 30 (20) (2014)
Eric C. Chi, Kenneth Lange
Stable estimation of a covariance matrix guided by nuclear norm penalties. Comput. Stat. Data Anal. 80 (2014)
Kenneth Lange
Hadamard's Determinant Inequality. Am. Math. Mon. 121 (3) (2014)
Eric C. Chi, Kenneth Lange
Stable Estimation of a Covariance Matrix Guided by Nuclear Norm Penalties CoRR (2013)
John M. O. Ranola, Peter Langfelder, Kenneth Lange, Steve Horvath
Cluster and propensity based approximation of a network. BMC Syst. Biol. 7 (2013)
Eric C. Chi, Genevera I. Allen, Hua Zhou, Omid Kohannim, Kenneth Lange, Paul M. Thompson
Imaging genetics via sparse canonical correlation analysis. ISBI (2013)
Kenneth Lange, Jeanette C. Papp, Janet S. Sinsheimer, Ram Sripracha, Hua Zhou, Eric M. Sobel
Mendel: the Swiss army knife of genetic analysis programs. Bioinform. 29 (12) (2013)
Gary K. Chen, Kai Wang, Alex H. Stram, Eric M. Sobel, Kenneth Lange
Mendel-GPU: haplotyping and genotype imputation on graphics processing units. Bioinform. 28 (22) (2012)
Eric C. Chi, Kenneth Lange
Techniques for Solving Sudoku Puzzles CoRR (2012)
Zhongyang Zhang, Kenneth Lange, Chiara Sabatti
Reconstructing DNA copy number by joint segmentation of multiple sequences. BMC Bioinform. 13 (2012)
Hua Zhou, David H. Alexander, Mary E. Sehl, Janet S. Sinsheimer, Kenneth Lange
Penalized Regression for Genome-Wide Association Screening of Sequence Data. Pacific Symposium on Biocomputing (2011)
Hua Zhou, David H. Alexander, Kenneth Lange
A quasi-Newton acceleration for high-dimensional optimization algorithms. Stat. Comput. 21 (2) (2011)
Hua Zhou, Kenneth Lange
A fast procedure for calculating importance weights in bootstrap sampling. Comput. Stat. Data Anal. 55 (1) (2011)
David H. Alexander, Kenneth Lange
Enhancements to the ADMIXTURE Algorithm for Individual Ancestry Estimation. BMC Bioinform. 12 (2011)
Hua Zhou, Mary E. Sehl, Janet S. Sinsheimer, Kenneth Lange
Association screening of common and rare genetic variants by penalized regression. Bioinform. 26 (19) (2010)
John M. O. Ranola, Sangtae Ahn, Mary E. Sehl, Desmond J. Smith, Kenneth Lange
A Poisson model for random multigraphs. Bioinform. 26 (16) (2010)
Jan de Leeuw, Kenneth Lange
Sharp quadratic majorization in one dimension. Comput. Stat. Data Anal. 53 (7) (2009)
Mary E. Sehl, Alexander V. Alekseyenko, Kenneth Lange
-Leaping (SAL) Algorithm. J. Comput. Biol. 16 (9) (2009)
Tong Tong Wu, Yi Fang Chen, Trevor Hastie, Eric M. Sobel, Kenneth Lange
Genome-wide association analysis by lasso penalized logistic regression. Bioinform. 25 (6) (2009)
Sangtae Ahn, Richard T. Wang, Christopher C. Park, Andy Lin, Richard M. Leahy, Kenneth Lange, Desmond J. Smith
Directed Mammalian Gene Regulatory Networks Using Expression and Comparative Genomic Hybridization Microarray Data from Radiation Hybrids. PLoS Comput. Biol. 5 (6) (2009)
Kristin L. Ayers, Kenneth Lange
Penalized estimation of haplotype frequencies. Bioinform. 24 (14) (2008)
Angela P. Presson, Eric M. Sobel, Kenneth Lange, Jeanette C. Papp
Merging Microsatellite Data. J. Comput. Biol. 13 (6) (2006)
Kristin L. Ayers, Chiara Sabatti, Kenneth Lange
Reconstructing Ancestral Haplotypes with a Dictionary Model. J. Comput. Biol. 13 (3) (2006)
Chiara Sabatti, Lars Rohlin, Kenneth Lange, James C. Liao
Vocabulon: a dictionary model approach for reconstruction and localization of transcription factor binding sites. Bioinform. 21 (7) (2005)
Karin S. Dorman, Janet S. Sinsheimer, Kenneth Lange
In the Garden of Branching Processes. SIAM Rev. 46 (2) (2004)
Natalia Berloff, Markus Perola, Kenneth Lange
Spline Methods for the Comparison of Physical and Genetic Maps. J. Comput. Biol. 9 (3) (2003)
Chiara Sabatti, Kenneth Lange
Genomewide motif identification using a dictionary model. Proc. IEEE 90 (11) (2002)
Jeffrey A. Fessler, Edward P. Ficaro, Neal H. Clinthorne, Kenneth Lange
Grouped-Coordinate Ascent Algorithms for Penalized-Likelihood Transmission Image Reconstruction. IEEE Trans. Medical Imaging 16 (2) (1997)
Kenneth Lange, Jeffrey A. Fessler
Globally convergent algorithms for maximum a posteriori transmission tomography. IEEE Trans. Image Process. 4 (10) (1995)