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Shen-Huan Lyu
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 6
Top Topics
Feature Importance
Input Pattern
Multilayer Perceptron
Low Order
Top Venues
NeurIPS
CoRR
ICDM
Neural Networks
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Publications
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Yi-Xiao He
,
Shen-Huan Lyu
,
Yuan Jiang
Interpreting Deep Forest through Feature Contribution and MDI Feature Importance.
CoRR
(2023)
Qin-Cheng Zheng
,
Shen-Huan Lyu
,
Shao-Qun Zhang
,
Yuan Jiang
,
Zhi-Hua Zhou
On the Consistency Rate of Decision Tree Learning Algorithms.
AISTATS
(2023)
Shen-Huan Lyu
,
Yi-Xiao He
,
Zhi-Hua Zhou
Depth is More Powerful than Width with Prediction Concatenation in Deep Forest.
NeurIPS
(2022)
Shen-Huan Lyu
,
Lu Wang
,
Zhi-Hua Zhou
Improving generalization of deep neural networks by leveraging margin distribution.
Neural Networks
151 (2022)
Yi-He Chen
,
Shen-Huan Lyu
,
Yuan Jiang
Improving Deep Forest by Exploiting High-order Interactions.
ICDM
(2021)
Shen-Huan Lyu
,
Liang Yang
,
Zhi-Hua Zhou
A Refined Margin Distribution Analysis for Forest Representation Learning.
NeurIPS
(2019)