Shen-Huan Lyu
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(6)
🐝
Cross-Pollinator
(10)
🌉
Interdisciplinary Bridge
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
decision tree
(2)
deep forest
(2)
learning theory
(2)
convergence rate
(1)
additive model
(1)
generalization gap
(1)
multi-layer feature
(1)
random forest
(1)
consistency rate
(1)
purity gain
(1)
regression tree
(1)
tree splitting
(1)
margin distribution
(1)
representation learning
(1)
cart algorithm
(1)
ensemble learning
(1)
greedy algorithm
(1)
Papers
Offline Model-Based Optimization by Learning to Rank
ICLR 2025
Confidence-aware Contrastive Learning for Selective Classification
ICML 2024
On the Consistency Rate of Decision Tree Learning Algorithms
AISTATS 2023
Depth is More Powerful than Width with Prediction Concatenation in Deep Forest
NIPS 2022
A Refined Margin Distribution Analysis for Forest Representation Learning
NIPS 2019