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Generalization Bounds

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TitleStatusHype
Coarse-Refinement Dilemma: On Generalization Bounds for Data Clustering—0
Cold Posteriors through PAC-Bayes—0
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization—0
Complex-valued embeddings of generic proximity data—0
Compressing Heavy-Tailed Weight Matrices for Non-Vacuous Generalization Bounds—0
Compression Implies Generalization—0
Compute-Optimal LLMs Provably Generalize Better With Scale—0
Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds—0
Confusion-Based Online Learning and a Passive-Aggressive Scheme—0
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality—0
Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions—0
Convex Surrogate Loss Functions for Contextual Pricing with Transaction Data—0
Co-regularization Based Semi-supervised Domain Adaptation—0
Data Augmentation vs. Equivariant Networks: A Theory of Generalization on Dynamics Forecasting—0
Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds—0
Data-dependent Generalization Bounds for Multi-class Classification—0
Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise—0
Data-dependent Generalization Bounds via Variable-Size Compressibility—0
Data-dependent PAC-Bayes priors via differential privacy—0
Data-Dependent Stability Analysis of Adversarial Training—0
Data-Dependent Stability of Stochastic Gradient Descent—0
Data-Driven Neural Certificate Synthesis—0
Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming—0
On Generalization of Decentralized Learning with Separable Data—0
Decoupling Gating from Linearity—0
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