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19972025
most citedThe Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices

2.2k citations

Showing 2010Show all

8 papers · 1 filter

q-bio.QM2010

Pathways of Distinction Analysis: a new technique for multi-SNP analysis of GWAS data

Rosemary Braun, Kenneth Buetow

Genome-wide association studies have become increasingly common due to advances in technology and have permitted the identification of differences in single nucleotide polymorphism…

stat.AP2010★ 47 cited

An approach for jointly modeling multivariate longitudinal measurements and discrete time-to-event data

Paul S. Albert, Joanna H. Shih

In many medical studies, patients are followed longitudinally and interest is on assessing the relationship between longitudinal measurements and time to an event. Recently, variou…

stat.ME2010★ 24 cited

Analysis of Case-Control Association Studies: SNPs, Imputation and Haplotypes

Nilanjan Chatterjee, Yi-Hau Chen, Sheng Luo +1

Although prospective logistic regression is the standard method of analysis for case-control data, it has been recently noted that in genetic epidemiologic studies one can use the…

math.OC2010★ 2.2k cited

The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices

Zhouchen Lin, Minming Chen, Yi Ma

This paper proposes scalable and fast algorithms for solving the Robust PCA problem, namely recovering a low-rank matrix with an unknown fraction of its entries being arbitrarily c…

physics.data-an2010★ 1 cited

Noise-based deterministic logic and computing: a brief survey

Laszlo B. Kish, Sunil P. Khatri, Sergey M. Bezrukov +3

A short survey is provided about our recent explorations of the young topic of noise-based logic. After outlining the motivation behind noise-based computation schemes, we present…

q-bio.QM2010★ 36 cited

Coarse Graining RNA Nanostructures for Molecular Dynamics Simulations

Maxim Paliy, Roderick Melnik, Bruce A. Shapiro

A series of coarse-grained models have been developed for the study of the molecular dynamics of RNA nanostructures. The models in the series have one to three beads per nucleotide…