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Generalization Bounds

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Showing 276–300 of 686 papers

TitleStatusHype
Fine-Grained Analysis of Stability and Generalization for Stochastic Gradient Descent—0
On the Sample Complexity of Stability Constrained Imitation Learning—0
Federated Variational Inference: Towards Improved Personalization and Generalization—0
Advocating for the Silent: Enhancing Federated Generalization for Non-Participating Clients—0
Class-wise Generalization Error: an Information-Theoretic Analysis—0
A Note on High-Probability versus In-Expectation Guarantees of Generalization Bounds in Machine Learning—0
f-Domain-Adversarial Learning: Theory and Algorithms for Unsupervised Domain Adaptation with Neural Networks—0
Classification with Deep Neural Networks and Logistic Loss—0
Fast Rate Bounds for Multi-Task and Meta-Learning with Different Sample Sizes—0
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics—0
A note on generalization bounds for losses with finite moments—0
Generalization Error Bounds of Gradient Descent for Learning Over-parameterized Deep ReLU Networks—0
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data—0
Fantastic Generalization Measures are Nowhere to be Found—0
Fair Off-Policy Learning from Observational Data—0
Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective—0
Chaining Mutual Information and Tightening Generalization Bounds—0
A Nonlinear Kernel Support Matrix Machine for Matrix Learning—0
Fairness-aware Federated Learning—0
Failures of model-dependent generalization bounds for least-norm interpolation—0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data—0
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study—0
An Information-Theoretic Framework for Out-of-Distribution Generalization with Applications to Stochastic Gradient Langevin Dynamics—0
A Generalization Bound of Deep Neural Networks for Dependent Data—0
Detached Error Feedback for Distributed SGD with Random Sparsification—0
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