234 citations · 548 across the 25 of their papers we have counts for
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stat.ML2021
Online Feature Screening for Data Streams with Concept Drift
Mingyuan Wang, Adrian Barbu
Screening feature selection methods are often used as a preprocessing step for reducing the number of variables before training step. Traditional screening methods only focus on de…
cs.LG2021★ 1 cited
The Compact Support Neural Network
Adrian Barbu, Hongyu Mou
Neural networks are popular and useful in many fields, but they have the problem of giving high confidence responses for examples that are away from the training data. This makes t…