Yanfei Zhou
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Robotics
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Capabilities
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
uncertainty quantification
(3)
conformal inference
(2)
deep learning
(1)
early stopping
(1)
predictive inference
(1)
uncertainty estimation
(1)
finite-sample guarantee
(1)
statistical guarantee
(1)
online conformal prediction
(1)
hold-out data
(1)
neural network
(1)
adaptive selection
(1)
equalized coverage
(1)
conformal method
(1)
forecasting bands
(1)
heterogeneous trajectories
(1)
algorithmic fairness
(1)
heteroscedasticity
(1)
conformal prediction
(1)
Papers
Conformal Classification with Equalized Coverage for Adaptively Selected Groups
NeurIPS 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
NeurIPS 2022