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Lisha Chen
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Electrocardiogram signal denoising using extreme-point symmetric mode decomposition and nonlocal means
X Tian, Y Li, H Zhou, X Li, L Chen, X Zhang
Sensors 16 (10), 1584, 2016
232016
Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems
L Chen, ST Jose, I Nikoloska, S Park, T Chen, O Simeone
Foundations and Trends® in Signal Processing, 2023
202023
Understanding Benign Overfitting in Gradient-Based Meta Learning
L Chen, S Lu, T Chen
Advances in Neural Information Processing Systems, 2022, 2022
122022
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance
L Chen, H Fernando, Y Ying, T Chen
Advances in Neural Information Processing Systems (NeurIPS), 2023, 2024
52024
A Nested Ensemble Method to Bilevel Machine Learning
L Chen, M Abbas, T Chen
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
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