15 citations · 15 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Enhance Learning Efficiency of Oblique Decision Tree via Feature Concatenation
Shen-Huan Lyu, Yi-Xiao He, Yanyan Wang +3
Oblique Decision Tree (ODT) separates the feature space by linear projections, as opposed to the conventional Decision Tree (DT) that forces axis-parallel splits. ODT has been prov…
cs.LG2022★ 15 cited
Online Deep Learning from Doubly-Streaming Data
Heng Lian, John Scovil Atwood, Bojian Hou +2
This paper investigates a new online learning problem with doubly-streaming data, where the data streams are described by feature spaces that constantly evolve, with new features e…