Yao-Yuan Yang
5 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(12)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
ACML (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
robust classification
(2)
adversarial robustness
(2)
decision tree
(2)
interpretable machine learning
(1)
adversarial training
(1)
deep learning
(1)
nearest neighbor
(1)
adversarial attack
(1)
recurrent neural network
(1)
non-parametric classification
(1)
robust overfitting
(1)
end-to-end training
(1)
label correlation
(1)
robust training
(1)
random forest
(1)
test accuracy
(1)
memory structure
(1)
distributional generalization
(1)
sgd stability
(1)
tree complexity
(1)
Papers
What You See is What You Get: Principled Deep Learning via Distributional Generalization
NIPS 2022
Connecting Interpretability and Robustness in Decision Trees through Separation
ICML 2021
A Closer Look at Accuracy vs. Robustness
NIPS 2020
Robustness for Non-Parametric Classification: A Generic Attack and Defense
AISTATS 2020
Deep Learning with a Rethinking Structure for Multi-label Classification
ACML 2019