Senlin Shu
4 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)
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The Questioner
Conferences
AAAI (1)
ICLR (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
unbiased risk estimator
(2)
semi-supervised learning
(1)
binary classification
(1)
weakly supervised learning
(1)
deep learning
(1)
label noise
(1)
multi-class classification
(1)
risk estimation
(1)
pairwise comparison
(1)
deep neural network
(1)
consistency regularization
(1)
noisy label training
(1)
cross entropy
(1)
augmented class
(1)
cross entropy loss
(1)
robust loss function
(1)
noisy-label learning
(1)
taylor series
(1)
statistical learning
(1)
risk estimator
(1)
Papers
Consistent Multi-Class Classification from Multiple Unlabeled Datasets
ICLR 2024
A Generalized Unbiased Risk Estimator for Learning with Augmented Classes
AAAI 2023
Pointwise Binary Classification with Pairwise Confidence Comparisons
ICML 2021
Can Cross Entropy Loss Be Robust to Label Noise?
IJCAI 2020