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Donghwan Lee
Donghwan Lee
University of Pennsylvania
Dirección de correo verificada de sas.upenn.edu
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A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
B Moniri, D Lee, H Hassani, E Dobriban
International Conference on Machine Learning (ICML 2024), 2023
252023
T-Cal: An Optimal Test for the Calibration of Predictive Models
D Lee, X Huang, H Hassani, E Dobriban
Journal of Machine Learning Research 24 (2023), 2022
222022
Faster Linear Transformations in , Revisited
JH Cheon, H Choe, D Lee, Y Son
IEEE Access 7, 50595-50604, 2019
122019
Demystifying Disagreement-on-the-Line in High Dimensions
D Lee, B Moniri, X Huang, E Dobriban, H Hassani
International Conference on Machine Learning (ICML 2023), 2023
102023
Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints
X Huang, D Lee, E Dobriban, H Hassani
Advances in Neural Information Processing Systems (NeurIPS 2022), 2022
72022
Optimal Multitask Linear Regression and Contextual Bandits under Sparse Heterogeneity
X Huang, K Xu, D Lee, H Hassani, H Bastani, E Dobriban
Journal of the American Statistical Association, 1-26, 2024
2*2024
STATISTICAL AND HIGH-DIMENSIONAL PERSPECTIVES ON MACHINE LEARNING
D Lee
University of Pennsylvania, 2024
2024
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Artículos 1–7