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Journal of the American Statistical Association|June 22, 2023
Sparse Identification and Estimation of Large-Scale Vector AutoRegressive Moving AveragesInes Wilms, Sumanta Basu, Jacob Bien, et al.Journal of Machine Learning Research : JMLR|January 24, 2024
Tree-based Node Aggregation in Sparse Graphical ModelsInes Wilms, Jacob BienWiley Interdisciplinary Reviews. Computational Statistics|January 16, 2025
Vector AutoRegressive Moving Average Models: A ReviewMarie-Christine Düker, David S Matteson, Ruey S Tsay, et al.BMC Systems Biology|August 13, 2016
Robust sparse canonical correlation analysisInes Wilms, Christophe CrouxBiometrical Journal. Biometrische Zeitschrift|July 7, 2015
Sparse canonical correlation analysis from a predictive point of viewInes Wilms, Christophe CrouxJournal of Machine Learning Research : JMLR|July 16, 2021
Network Granger Causality with Inherent Grouping StructureSumanta Basu, Ali Shojaie, George MichailidisJournal of Open Source Software|April 20, 2023
RandomForestsGLS: An R package for Random Forests for dependent dataArkajyoti Saha, Sumanta Basu, Abhirup DattaStatistics in Medicine|May 19, 2025
A Co-Segmentation Algorithm to Predict Emotional Stress From Passively Sensed mHealth DataYounghoon Kim, Sumanta Basu, Samprit BanerjeeJournal of the American Statistical Association|August 11, 2015
Hierarchical Clustering With Prototypes via Minimax LinkageJacob Bien, Robert TibshiraniPageof 8