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cs.LG2022★ 2 cited
Sequential Attention for Feature Selection
Taisuke Yasuda, MohammadHossein Bateni, Lin Chen +3
Feature selection is the problem of selecting a subset of features for a machine learning model that maximizes model quality subject to a budget constraint. For neural networks, pr…
cs.LG2022
Tackling Provably Hard Representative Selection via Graph Neural Networks
Mehran Kazemi, Anton Tsitsulin, Hossein Esfandiari +4
Representative Selection (RS) is the problem of finding a small subset of exemplars from a dataset that is representative of the dataset. In this paper, we study RS for attributed…