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stat.ML2025
Transfer Learning for Benign Overfitting in High-Dimensional Linear Regression
Yeichan Kim, Ilmun Kim, Seyoung Park
Transfer learning is a key component of modern machine learning, enhancing the performance of target tasks by leveraging diverse data sources. Simultaneously, overparameterized mod…
math.ST2025
Locally minimax optimal confidence sets for the best model
Ilmun Kim, Aaditya Ramdas
This paper tackles a fundamental inference problem: given observations from a distribution over with unknown mean , we must form a confidence s…