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Generalization Bounds

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TitleStatusHype
Time-Independent Information-Theoretic Generalization Bounds for SGLD—0
Generalization Bounds for Label Noise Stochastic Gradient Descent—0
Sample-Conditioned Hypothesis Stability Sharpens Information-Theoretic Generalization Bounds—0
Weighted Distance Nearest Neighbor Condensing—0
Sequence Length Independent Norm-Based Generalization Bounds for TransformersCode0
Comparing Comparators in Generalization BoundsCode0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data—0
On Generalization Bounds for Projective Clustering—0
Advocating for the Silent: Enhancing Federated Generalization for Non-Participating Clients—0
A Generalization Bound of Deep Neural Networks for Dependent Data—0
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization—0
Investigating the Ability of PINNs To Solve Burgers' PDE Near Finite-Time BlowUp—0
Understanding prompt engineering may not require rethinking generalization—0
Diffusion Random Feature Model—0
A path-norm toolkit for modern networks: consequences, promises and challengesCode0
Sharp Generalization of Transductive Learning: A Transductive Local Rademacher Complexity Approach—0
Fantastic Generalization Measures are Nowhere to be Found—0
Generalization Bounds: Perspectives from Information Theory and PAC-Bayes—0
Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming—0
Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data—0
Implicit Graph Neural Diffusion Networks: Convergence, Generalization, and Over-SmoothingCode0
Classification with Deep Neural Networks and Logistic Loss—0
Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural NetworksCode0
On the sample complexity of parameter estimation in logistic regression with normal design—0
Generalization Guarantees via Algorithm-dependent Rademacher Complexity—0
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