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Generalization Bounds

Papers

Showing 501525 of 686 papers

TitleStatusHype
On Predicting Generalization using GANs0
On Rademacher Complexity-based Generalization Bounds for Deep Learning0
On Rank-Dependent Generalisation Error Bounds for Transformers0
On the accuracy of self-normalized log-linear models0
On the benefits of output sparsity for multi-label classification0
On the Discrimination-Generalization Tradeoff in GANs0
On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions0
On the generalization of bayesian deep nets for multi-class classification0
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds0
On the Importance of Gradient Norm in PAC-Bayesian Bounds0
On the Role of Generalization in Transferability of Adversarial Examples0
On the sample complexity of parameter estimation in logistic regression with normal design0
On Tighter Generalization Bound for Deep Neural Networks: CNNs, ResNets, and Beyond0
On Tighter Generalization Bounds for Deep Neural Networks: CNNs, ResNets, and Beyond0
Optimal deep learning of holomorphic operators between Banach spaces0
Optimal Weak to Strong Learning0
Optimization and Adaptive Generalization of Three layer Neural Networks0
Optimizing Information-theoretical Generalization Bounds via Anisotropic Noise in SGLD0
Optimizing Information-theoretical Generalization Bound via Anisotropic Noise of SGLD0
Out-of-distribution generalization for learning quantum dynamics0
PAC-Bayes and Domain Adaptation0
PAC-Bayes and Information Complexity0
PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction0
PAC-Bayesian Domain Adaptation Bounds for Multi-view learning0
PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons0
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