Conformalized matrix completion Y Gui, R Barber, C Ma Advances in Neural Information Processing Systems 36, 4820-4844, 2023 | 12 | 2023 |
Conformalized survival analysis with adaptive cut-offs Y Gui, R Hore, Z Ren, RF Barber Biometrika 111 (2), 459-477, 2024 | 10 | 2024 |
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 |
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 | 3 | 2020 |
Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees Y Gui, Y Jin, Z Ren arXiv preprint arXiv:2405.10301, 2024 | 2 | 2024 |
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage Y Gui, C Ma, Y Zhong arXiv preprint arXiv:2306.03335, 2023 | 2 | 2023 |
Distributionally robust risk evaluation with an isotonic constraint Y Gui, RF Barber, C Ma arXiv preprint arXiv:2407.06867, 2024 | | 2024 |