2 citations · 7 across the 18 of their papers we have counts for
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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.DS2022
Online Lewis Weight Sampling
David P. Woodruff, Taisuke Yasuda
The seminal work of Cohen and Peng introduced Lewis weight sampling to the theoretical computer science community, yielding fast row sampling algorithms for approximating -dimen…
cs.DS2022★ 1 cited
High-Dimensional Geometric Streaming in Polynomial Space
David P. Woodruff, Taisuke Yasuda
Many existing algorithms for streaming geometric data analysis have been plagued by exponential dependencies in the space complexity, which are undesirable for processing high-dime…