Genevera I. Allen
Genevera I. Allen
Associate Professor, Electrical and Computer Engineering, Statistics, and Computer Science, Rice
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Cited by
Cited by
Graphical models via univariate exponential family distributions
E Yang, P Ravikumar, GI Allen, Z Liu
The Journal of Machine Learning Research 16 (1), 3813-3847, 2015
Graphical models via generalized linear models
E Yang, G Allen, Z Liu, P Ravikumar
Advances in neural information processing systems 25, 2012
A review of multivariate distributions for count data derived from the Poisson distribution
DI Inouye, E Yang, GI Allen, P Ravikumar
Wiley Interdisciplinary Reviews: Computational Statistics 9 (3), e1398, 2017
A generalized least-square matrix decomposition
GI Allen, L Grosenick, J Taylor
Journal of the American Statistical Association 109 (505), 145-159, 2014
TCGA2STAT: simple TCGA data access for integrated statistical analysis in R
YW Wan, GI Allen, Z Liu
Bioinformatics 32 (6), 952-954, 2016
Transposable regularized covariance models with an application to missing data imputation
GI Allen, R Tibshirani
The Annals of Applied Statistics 4 (2), 764, 2010
Sparse higher-order principal components analysis
G Allen
Artificial Intelligence and Statistics, 27-36, 2012
Convex biclustering
EC Chi, GI Allen, RG Baraniuk
Biometrics 73 (1), 10-19, 2017
Mixed Graphical Models via Exponential Families
E Yang, Y Baker, P Ravikumar, G Allen, Z Liu
Proceedings of the Seventeenth International Conference on Artificial …, 2014
A Local Poisson Graphical Model for Inferring Networks From Sequencing Data
GI Allen, Z Liu
IEEE Transactions on NanoBioscience 12 (3), 189-198, 2013
On Poisson graphical models
E Yang, PK Ravikumar, GI Allen, Z Liu
Advances in neural information processing systems 26, 2013
Tensor network factorizations: Relationships between brain structural connectomes and traits
Z Zhang, GI Allen, H Zhu, D Dunson
Neuroimage 197, 330-343, 2019
Automatic feature selection via weighted kernels and regularization
GI Allen
Journal of Computational and Graphical Statistics 22 (2), 284-299, 2013
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease
GI Allen, N Amoroso, C Anghel, V Balagurusamy, CJ Bare, D Beaton, ...
Alzheimer's & Dementia 12 (6), 645-653, 2016
A log-linear graphical model for inferring genetic networks from high-throughput sequencing data
GI Allen, Z Liu
2012 IEEE international conference on bioinformatics and biomedicine, 1-6, 2012
Surgical outcomes and complications associated with presurgical tyrosine kinase inhibition for advanced renal cell carcinoma (RCC)
LC Harshman, RJ Yu, GI Allen, S Srinivas, HS Gill, BI Chung
Urologic Oncology: Seminars and Original Investigations 31 (3), 379-385, 2013
Sparse non-negative generalized PCA with applications to metabolomics
GI Allen, M Maletić-Savatić
Bioinformatics 27 (21), 3029-3035, 2011
Molecular pathway identification using biological network-regularized logistic models
W Zhang, Y Wan, GI Allen, K Pang, ML Anderson, Z Liu
BMC genomics 14, 1-8, 2013
Imaging genetics via sparse canonical correlation analysis
EC Chi, GI Allen, H Zhou, O Kohannim, K Lange, PM Thompson
2013 IEEE 10th International Symposium on Biomedical Imaging, 740-743, 2013
Regularized partial least squares with an application to NMR spectroscopy
GI Allen, C Peterson, M Vannucci, M Maletić‐Savatić
Statistical Analysis and Data Mining: The ASA Data Science Journal 6 (4 …, 2013
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