most citedEfficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

cs.CV2018

Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks

Arindam Das, Saikat Roy, Ujjwal Bhattacharya +1

In this work, a region-based Deep Convolutional Neural Network framework is proposed for document structure learning. The contribution of this work involves efficient training of r…

stat.ML2016★ 1 cited

Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models

Niharika Gauraha, Swapan K. Parui

In this paper, we introduce Adaptive Cluster Lasso(ACL) method for variable selection in high dimensional sparse regression models with strongly correlated variables. To handle cor…