deep forest

Improving Deep Forest by Exploiting High-Order Interactions
This paper presents an interaction-based representation method for deep forests.
Yi-He Chen, Shen-Huan Lyu, Yuan Jiang
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A Refined Margin Distribution Analysis for Forest Representation Learning
This paper presents a margin-based theory for deep forests.
Shen-Huan Lyu, Liang Yang, Zhi-Hua Zhou
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Margin Distribution Deep Forest
This is a talk related to the paper “A Refined Margin Distribution Analysis for Forest Representation Learning”.
Dec 8, 2019 1:00 PM — 3:00 PM Vancouver Convention Center
Lyu Shen-Huan
Margin Distribution Deep Forest