Gui, Yu
- Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees
2024/05/16 by Gui, Yu, Jin, Ying, Ren, Zhimei · 10 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Conformalized survival analysis with adaptive cutoffs
2022/11/02 by Gui, Yu, Hore, Rohan, Ren, Zhimei +1 · 4 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Conformal Prediction: A Data Perspective
2024/10/09 by Zhou, Xiaofan, Chen, Baiting, Gui, Yu +1 · 8 citations
#68T37 #A.1 #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Conformalized matrix completion
2023/05/18 by Gui, Yu, Barber, Rina Foygel, Ma, Cong · 3 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks
2020/10/13 by Xin Xing, Xing, Xin, Yu Gui +5 · 1 citation
Computer Science · #Neural Networks and Applications #Gaussian Processes and Bayesian Inference #Image Processing and 3D Reconstruction
- Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage
2023/06/06 by Yu Gui, Cong Ma, Gui, Yu +3 · 1 citation
Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Statistics Theory (math.ST)