Shuxiao Chen
6 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(3)
Application Areas
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Differential Privacy
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
variance reduction
(2)
group theory
(2)
empirical risk minimization
(2)
data augmentation
(2)
federated learning
(2)
sequence tagging
(1)
part-of-speech tagging
(1)
algorithmic stability
(1)
minimax estimation
(1)
generalization ability
(1)
deep neural network
(1)
data heterogeneity
(1)
statistical heterogeneity
(1)
privacy guarantee
(1)
gaussian differential privacy
(1)
kernel methods
(1)
neural network
(1)
cross-task learning
(1)
label-aware learning
(1)
local elasticity
(1)
Papers
Minimax Estimation for Personalized Federated Learning: An Alternative between FedAvg and Local Training?
JMLR 2023
Weighted Training for Cross-Task Learning
ICLR 2022
Federated f-Differential Privacy
AISTATS 2021
A Group-Theoretic Framework for Data Augmentation
NeurIPS 2020
A Group-Theoretic Framework for Data Augmentation
JMLR 2020
Label-Aware Neural Tangent Kernel: Toward Better Generalization and Local Elasticity
NeurIPS 2020