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Yu Gui
Yu Gui
PhD candidate, University of Chicago
uchicago.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees
Y Gui, Y Jin, Z Ren
Advances in Neural Information Processing Systems 37, 2024
272024
Conformalized matrix completion
Y Gui, R Barber, C Ma
Advances in Neural Information Processing Systems 36, 4820-4844, 2023
252023
Conformalized survival analysis with adaptive cut-offs
Y Gui, R Hore, Z Ren, RF Barber
Biometrika 111 (2), 459-477, 2024
242024
Conformal prediction: A data perspective
X Zhou, B Chen, Y Gui, L Cheng
ACM Computing Surveys, 2024
192024
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage
Y Gui, C Ma, Y Zhong
arXiv preprint arXiv:2306.03335, 2023
52023
NGM: Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks
X Xing, Y Gui, C Dai, JS Liu
2020 19th IEEE International Conference on Machine Learning and Applications …, 2020
5*2020
Distributionally robust risk evaluation with an isotonic constraint
Y Gui, RF Barber, C Ma
arXiv preprint arXiv:2407.06867, 2024
42024
ADAGES: adaptive aggregation with stability for distributed feature selection
Y Gui
Proceedings of the 2020 ACM-IMS on Foundations of Data Science Conference, 3-12, 2020
42020
Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables
Y Gui, C Ma, Z Ma
arXiv preprint arXiv:2505.12473, 2025
2025
Statistical Equilibrium of Optimistic Beliefs
Y Gui, B Taşkesen
arXiv preprint arXiv:2502.09569, 2025
2025
Statistical Learning and Inference in Weakly Specified Settings: Shifted Distributions and Unlabeled Data
Y Gui
University of Chicago, 2025
2025
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