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Generalization error

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Generalization error

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Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life

Dynamical simulation via quantum machine learning with provable generalization

High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization

On the Generalization of Stochastic Gradient Descent with Momentum

Data-Driven Control and Optimization under Noisy and Uncertain Conditions

Deep Learning Generalization with Limited and Noisy Labels

Federated Learning under Covariate Shifts with Generalization Guarantees

Benign Overfitting in Deep Neural Networks under Lazy Training

A Study on Gradient-based Meta-learning for Robust Deep Digital Twins

Error scaling laws for kernel classification under source and capacity conditions