30 citations · 35 across the 5 of their papers we have counts for
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stat.ML2016
Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity
Chitta Ranjan, Samaneh Ebrahimi, Kamran Paynabar
In this paper, we develop a new sequential regression modeling approach for data streams. Data streams are commonly found around us, e.g in a retail enterprise sales data is contin…
stat.ML2016★ 3 cited
Sequence Graph Transform (SGT): A Feature Embedding Function for Sequence Data Mining
Chitta Ranjan, Samaneh Ebrahimi, Kamran Paynabar
Sequence feature embedding is a challenging task due to the unstructuredness of sequence, i.e., arbitrary strings of arbitrary length. Existing methods are efficient in extracting…