Anlan Yu
3 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(14)
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
robust accuracy
(2)
error-correcting code
(2)
differential privacy
(1)
neural tangent kernel
(1)
self-supervised learning
(1)
robust inference
(1)
multi-class classification
(1)
deep neural network
(1)
neural network robustness
(1)
non-i.i.d. data
(1)
weight error
(1)
codeword design
(1)
error correlation
(1)
error-correcting output code
(1)
clean accuracy
(1)
hardware defect
(1)
error correction output code
(1)
inference robustness
(1)
correlation matrice
(1)
neural network architecture
(1)
Papers
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View
NeurIPS 2024
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data
ICML 2024
COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects
ICML 2023