Yanfei Zhou
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (11)
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Hot Topic Early Bird
Conferences
ICML (2)
NIPS (2)
Top co-authors
Keywords
uncertainty quantification
(3)
conformal inference
(2)
deep learning
(1)
early stopping
(1)
predictive inference
(1)
uncertainty estimation
(1)
statistical guarantee
(1)
hold-out datum
(1)
neural network
(1)
adaptive selection
(1)
algorithmic fairness
(1)
equalized coverage
(1)
conformal prediction
(1)
Papers
Conformal Classification with Equalized Coverage for Adaptively Selected Groups
NIPS 2024
Conformalized Adaptive Forecasting of Heterogeneous Trajectories
ICML 2024
Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping
ICML 2023
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
NIPS 2022