Transfer Learning Beyond Bounded Density Ratios

18 March 2024

Papers citing "Transfer Learning Beyond Bounded Density Ratios"

7 / 7 papers shown

Title
The Role of Sparsity for Length Generalization in Transformers Noah Golowich Samy Jelassi David Brandfonbrener Sham Kakade Eran Malach 42 0 0 24 Feb 2025
Learning Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees Gautam Chandrasekaran Adam R. Klivans Lin Lin Lee Konstantinos Stavropoulos OOD 40 0 0 22 Feb 2025
Efficient Discrepancy Testing for Learning with Distribution Shift Gautam Chandrasekaran Adam R. Klivans Vasilis Kontonis Konstantinos Stavropoulos A. Vasilyan 38 1 0 13 Jun 2024
Tolerant Algorithms for Learning with Arbitrary Covariate Shift Surbhi Goel Abhishek Shetty Konstantinos Stavropoulos A. Vasilyan OOD 34 2 0 04 Jun 2024
Limits of Model Selection under Transfer Learning Steve Hanneke Samory Kpotufe Yasaman Mahdaviyeh 34 6 0 29 Apr 2023
A new similarity measure for covariate shift with applications to nonparametric regression Reese Pathak Cong Ma Martin J. Wainwright 63 31 0 06 Feb 2022
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009