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cs.LG2021
Dynamic Instance-Wise Classification in Correlated Feature Spaces
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
In a typical supervised machine learning setting, the predictions on all test instances are based on a common subset of features discovered during model training. However, using a…
cs.LG2020★ 2 cited
On-the-Fly Joint Feature Selection and Classification
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Joint feature selection and classification in an online setting is essential for time-sensitive decision making. However, most existing methods treat this coupled problem independe…