6 citations · 30 across the 37 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.ML2019
Gradient Boosts the Approximate Vanishing Ideal
Hiroshi Kera, Yoshihiko Hasegawa
In the last decade, the approximate vanishing ideal and its basis construction algorithms have been extensively studied in computer algebra and machine learning as a general model…
stat.ML2019★ 1 cited
Spurious Vanishing Problem in Approximate Vanishing Ideal
Hiroshi Kera, Yoshihiko Hasegawa
Approximate vanishing ideal is a concept from computer algebra that studies the algebraic varieties behind perturbed data points. To capture the nonlinear structure of perturbed po…