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ORCIDKenneth Lange
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2020 – today
- 2025
[j51]Qiang Heng, Kenneth Lange:
Bootstrap estimation of the proportion of outliers in robust regression. Stat. Comput. 35(1): 3 (2025)- 2024
- [j50]Kenneth Lange
:
Closest Farthest Widest. Algorithms 17(3): 95 (2024) - [j49]Kenneth Lange:
A Tutorial on Hadamard Semidifferentials. Found. Trends Optim. 6(1): 1-62 (2024) - [j48]Gaiting Zhou, Daniel Tward, Kenneth Lange:
A Majorization-Minimization Algorithm for Neuroimage Registration. SIAM J. Imaging Sci. 17(1): 273-300 (2024) - 2023
- [j47]Kenneth Lange:
Computation of the Hausdorff Distance between Two Compact Convex Sets. Algorithms 16(10): 471 (2023) - [j46]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) - [j45]Alfonso Landeros, Kenneth Lange:
Algorithms for Sparse Support Vector Machines. J. Comput. Graph. Stat. 32(3): 1097-1108 (2023) - [j44]Joong-Ho Won, Kenneth Lange, Jason Xu:
A unified analysis of convex and non-convex ℓ p-ball projection problems. Optim. Lett. 17(5): 1133-1159 (2023) - [j43]Xiaoqian Liu, Eric C. Chi, Kenneth Lange:
A Sharper Computational Tool for Regression. Technometrics 65(1): 117-126 (2023) - 2022
- [j42]Alfonso Landeros, Oscar Hernan Madrid Padilla, Hua Zhou, Kenneth Lange:
Extensions to the Proximal Distance Method of Constrained Optimization. J. Mach. Learn. Res. 23: 182:1-182:45 (2022) - [j41]Rachel Mester, Alfonso Landeros, Chris Rackauckas, Kenneth Lange:
Differential methods for assessing sensitivity in biological models. PLoS Comput. Biol. 18(6) (2022) - [j40]Zongyu Li, Kenneth Lange, Jeffrey A. Fessler:
Poisson Phase Retrieval in Very Low-Count Regimes. IEEE Trans. Computational Imaging 8: 838-850 (2022) - 2021
- [j39]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): 4756-4763 (2021) - [j38]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): 228 (2021) - [j37]Joong-Ho Won, Hua Zhou, Kenneth Lange:
Orthogonal Trace-Sum Maximization: Applications, Local Algorithms, and Global Optimality. SIAM J. Matrix Anal. Appl. 42(2): 859-882 (2021) - [c7]Zongyu Li, Kenneth Lange, Jeffrey A. Fessler:
Poisson Phase Retrieval With Wirtinger Flow. ICIP 2021: 2828-2832 - [i7]Zongyu Li, Kenneth Lange, Jeffrey A. Fessler:
Algorithms for Poisson Phase Retrieval. CoRR abs/2104.00861 (2021) - 2020
- [c6]Zhiyue Zhang, Kenneth Lange, Jason Xu:
Simple and Scalable Sparse k-means Clustering via Feature Ranking. NeurIPS 2020 - [i6]Zhiyue Zhang, Kenneth Lange, Jason Xu:
A Scalable Framework for Sparse Clustering Without Shrinkage. CoRR abs/2002.08541 (2020) - [i5]Alfonso Landeros, Oscar Hernan Madrid Padilla, Hua Zhou, Kenneth Lange:
Extensions to the Proximal Distance of Method of Constrained Optimization. CoRR abs/2009.00801 (2020)
2010 – 2019
- 2019
- [j36]Kevin L. Keys, Hua Zhou, Kenneth Lange:
Proximal Distance Algorithms: Theory and Practice. J. Mach. Learn. Res. 20: 66:1-66:38 (2019) - [c5]Joong-Ho Won, Jason Xu, Kenneth Lange:
Projection onto Minkowski Sums with Application to Constrained Learning. ICML 2019: 3642-3651 - [c4]Jason Xu, Kenneth Lange:
Power k-Means Clustering. ICML 2019: 6921-6931 - 2018
- [j35]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: 23-35 (2018) - [j34]Jason Xu, Eric C. Chi, Meng Yang, Kenneth Lange:
A majorization-minimization algorithm for split feasibility problems. Comput. Optim. Appl. 71(3): 795-828 (2018) - [i4]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 abs/1811.12499 (2018) - 2017
- [c3]Jason Xu, Eric C. Chi, Kenneth Lange:
Generalized Linear Model Regression under Distance-to-set Penalties. NIPS 2017: 1385-1395 - 2016
- [b1]Kenneth Lange:
MM optimization algorithms. SIAM 2016, ISBN 978-1-611-97439-3, pp. 1-223 - [j33]Suyash S. Shringarpure, Carlos D. Bustamante, Kenneth Lange, David H. Alexander:
Efficient analysis of large datasets and sex bias with ADMIXTURE. BMC Bioinform. 17: 218 (2016) - 2015
- [j32]Hua Zhou, Kenneth Lange:
Path following in the exact penalty method of convex programming. Comput. Optim. Appl. 61(3): 609-634 (2015) - [j31]Tong Tong Wu, Kenneth Lange:
Matrix completion discriminant analysis. Comput. Stat. Data Anal. 92: 115-125 (2015) - [j30]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) - [j29]Kenneth Lange:
Polya′s Random Walk Theorem Revisited. Am. Math. Mon. 122(10): 1005-1007 (2015) - [i3]Kenneth Lange, Kevin L. Keys:
The proximal distance algorithm. CoRR abs/1507.07598 (2015) - 2014
- [j28]John Michael Rañola, John Novembre, Kenneth Lange:
Fast spatial ancestry via flexible allele frequency surfaces. Bioinform. 30(20): 2915-2922 (2014) - [j27]Eric C. Chi, Kenneth Lange:
Stable estimation of a covariance matrix guided by nuclear norm penalties. Comput. Stat. Data Anal. 80: 117-128 (2014) - [j26]Kenneth Lange, Hua Zhou:
MM algorithms for geometric and signomial programming. Math. Program. 143(1-2): 339-356 (2014) - [j25]Eric C. Chi, Hua Zhou, Kenneth Lange:
Distance majorization and its applications. Math. Program. 146(1-2): 409-436 (2014) - [j24]Eric C. Chi, Kenneth Lange:
A Look at the Generalized Heron Problem through the Lens of Majorization-Minimization. Am. Math. Mon. 121(2): 95-108 (2014) - [j23]Kenneth Lange:
Hadamard's Determinant Inequality. Am. Math. Mon. 121(3): 258-259 (2014) - 2013
- [j22]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): 1568-1570 (2013) - [j21]John M. O. Ranola, Peter Langfelder, Kenneth Lange, Steve Horvath:
Cluster and propensity based approximation of a network. BMC Syst. Biol. 7: 21 (2013) - [c2]Eric C. Chi, Genevera I. Allen, Hua Zhou, Omid Kohannim, Kenneth Lange, Paul M. Thompson:
Imaging genetics via sparse canonical correlation analysis. ISBI 2013: 740-743 - [i2]Eric C. Chi, Kenneth Lange:
Stable Estimation of a Covariance Matrix Guided by Nuclear Norm Penalties. CoRR abs/1305.3312 (2013) - 2012
- [j20]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): 2979-2980 (2012) - [j19]Zhongyang Zhang, Kenneth Lange, Chiara Sabatti:
Reconstructing DNA copy number by joint segmentation of multiple sequences. BMC Bioinform. 13: 205 (2012) - [i1]Eric C. Chi, Kenneth Lange:
Techniques for Solving Sudoku Puzzles. CoRR abs/1203.2295 (2012) - 2011
- [j18]David H. Alexander, Kenneth Lange:
Enhancements to the ADMIXTURE Algorithm for Individual Ancestry Estimation. BMC Bioinform. 12: 246 (2011) - [j17]Hua Zhou, Kenneth Lange:
A fast procedure for calculating importance weights in bootstrap sampling. Comput. Stat. Data Anal. 55(1): 26-33 (2011) - [j16]Hua Zhou, David H. Alexander, Kenneth Lange:
A quasi-Newton acceleration for high-dimensional optimization algorithms. Stat. Comput. 21(2): 261-273 (2011) - [c1]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: 106-117 - 2010
- [j15]John M. O. Ranola, Sangtae Ahn, Mary E. Sehl, Desmond J. Smith, Kenneth Lange:
A Poisson model for random multigraphs. Bioinform. 26(16): 2004-2011 (2010) - [j14]Hua Zhou, Mary E. Sehl, Janet S. Sinsheimer, Kenneth Lange:
Association screening of common and rare genetic variants by penalized regression. Bioinform. 26(19): 2375-2382 (2010)
2000 – 2009
- 2009
- [j13]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): 714-721 (2009) - [j12]Jan de Leeuw, Kenneth Lange:
Sharp quadratic majorization in one dimension. Comput. Stat. Data Anal. 53(7): 2471-2484 (2009) - [j11]Mary E. Sehl, Alexander V. Alekseyenko, Kenneth Lange:
Accurate Stochastic Simulation via the Step Anticipation τ-Leaping (SAL) Algorithm. J. Comput. Biol. 16(9): 1195-1208 (2009) - [j10]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) - 2008
- [j9]Kristin L. Ayers, Kenneth Lange:
Penalized estimation of haplotype frequencies. Bioinform. 24(14): 1596-1602 (2008) - 2006
- [j8]Kristin L. Ayers, Chiara Sabatti, Kenneth Lange:
Reconstructing Ancestral Haplotypes with a Dictionary Model. J. Comput. Biol. 13(3): 767-785 (2006) - [j7]Angela P. Presson, Eric M. Sobel, Kenneth Lange, Jeanette C. Papp:
Merging Microsatellite Data. J. Comput. Biol. 13(6): 1131-1147 (2006) - 2005
- [j6]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): 922-931 (2005) - 2004
- [j5]Karin S. Dorman, Janet S. Sinsheimer, Kenneth Lange:
In the Garden of Branching Processes. SIAM Rev. 46(2): 202-229 (2004) - 2003
- [j4]Natalia Berloff, Markus Perola, Kenneth Lange:
Spline Methods for the Comparison of Physical and Genetic Maps. J. Comput. Biol. 9(3): 465-475 (2003) - 2002
- [j3]Chiara Sabatti, Kenneth Lange:
Genomewide motif identification using a dictionary model. Proc. IEEE 90(11): 1803-1810 (2002)
1990 – 1999
- 1997
- [j2]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): 166-175 (1997) - 1995
- [j1]Kenneth Lange, Jeffrey A. Fessler:
Globally convergent algorithms for maximum a posteriori transmission tomography. IEEE Trans. Image Process. 4(10): 1430-1438 (1995)
Coauthor Index
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