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The Annals of Applied Statistics|February 16, 2016
TRANSPOSABLE REGULARIZED COVARIANCE MODELS WITH AN APPLICATION TO MISSING DATA IMPUTATIONGenevera I Allen, Robert TibshiraniJournal of the Royal Statistical Society. Series B, Statistical Methodology|December 9, 2021
Inference with Transposable Data: Modeling the Effects of Row and Column CorrelationsGenevera I Allen, Robert TibshiraniPlos Computational Biology|October 3, 2022
Fast and interpretable consensus clustering via minipatch learningLuqin Gan, Genevera I AllenJournal of the American Statistical Association|September 27, 2024
Graphical Model Inference with Erosely Measured DataLili Zheng, Genevera I AllenBiometrics|August 22, 2015
Local-aggregate modeling for big data via distributed optimization: Applications to neuroimagingYue Hu, Genevera I AllenPlos One|September 12, 2018
Genomic region detection via Spatial Convex ClusteringJohn Nagorski, Genevera I AllenFrontiers in Neuroscience|May 6, 2016
Mixed Effects Models for Resampled Network Statistics Improves Statistical Power to Find Differences in Multi-Subject Functional ConnectivityManjari Narayan, Genevera I AllenIEEE Transactions on Nanobioscience|August 20, 2013
A Local Poisson Graphical Model for inferring networks from sequencing dataGenevera I Allen, Zhandong LiuJournal of Machine Learning Research : JMLR|November 8, 2021
Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View DataMinjie Wang, Genevera I AllenBioinformatics (Oxford, England)|September 21, 2011
Sparse non-negative generalized PCA with applications to metabolomicsGenevera I Allen, Mirjana Maletić-SavatićPageof 24