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Computational Statistics & Data Analysis|February 3, 2015
The cluster graphical lasso for improved estimation of Gaussian graphical modelsKean Ming Tan, Daniela Witten, Ali ShojaieElectronic Journal of Statistics|September 13, 2016
Statistical properties of convex clusteringKean Ming Tan, Daniela WittenJournal of the American Statistical Association|January 29, 2024
Sparse Reduced Rank Huber Regression in High DimensionsKean Ming Tan, Qiang Sun, Daniela WittenBiometrika|July 12, 2014
Graph Estimation with Joint Additive ModelsArend Voorman, Ali Shojaie, Daniela WittenStatistical Science : a Review Journal of the Institute of Mathematical Statistics|October 20, 2023
In Defense of the Indefensible: A Very Naïve Approach to High-Dimensional InferenceSen Zhao, Daniela Witten, Ali ShojaieElectronic Journal of Statistics|August 29, 2017
Nearly assumptionless screening for the mutually-exciting multivariate Hawkes processShizhe Chen, Daniela Witten, Ali ShojaieJournal of Machine Learning Research : JMLR|January 27, 2015
Learning Graphical Models With HubsKean Ming Tan, Palma London, Karthik Mohan, et al.Wiley Interdisciplinary Reviews. Computational Statistics|April 13, 2023
Differential Network Analysis: A Statistical PerspectiveAli ShojaieJournal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America|November 4, 2014
Sparse Biclustering of Transposable DataKean Ming Tan, Daniela M WittenNature Communications|February 26, 2026
Educational disparities in STEM during COVID-induced distance learning and a potential strategy to address themRebeka Man, Jun Li, Kean Ming TanPageof 17