Zhou, Yanfei

1. Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
   2022/05/12 by Einbinder, Bat-Sheva, Romano, Yaniv, Sesia, Matteo +1 · 11 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Conformal Classification with Equalized Coverage for Adaptively Selected Groups
   2024/05/23 by Yanfei Zhou, Matteo Sesia, Zhou, Yanfei +1 · 6 citations
   Mathematics · #Numerical methods in inverse problems #Advanced Research in Science and Engineering #Statistical Methods and Inference
3. Conformalized Adaptive Forecasting of Heterogeneous Trajectories
   2024/02/14 by Yan‐Fei Zhou, Lars Lindemann, Zhou, Yanfei +3 · 5 citations
   Engineering · #Traffic Prediction and Management Techniques
4. Conformal inference is (almost) free for neural networks trained with early stopping
   2023/01/27 by Ziyi Liang, Yanfei Zhou, Liang, Ziyi +3 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST)