conftrace_

stability bound

7 papers

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Co-occurring keywords · papers mentioning both

generalization bound (4) learning theory (2) graph-structured data (1) mixing process (1) mcdiarmid inequality (1) kernel methods (1) graph neural network (1) edge perturbation (1) graph-dependent variable (1) stationary sequence (1)

Papers

Stochastic Gradient Methods: Bias, Stability and Generalization JMLR 2026 Fantastic Generalization Measures are Nowhere to be Found ICLR 2024 Toward Understanding Generative Data Augmentation NeurIPS 2023 Interpretable Stability Bounds for Spectral Graph Filters ICML 2021 McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds NeurIPS 2019 On the Impact of Kernel Approximation on Learning Accuracy AISTATS 2010 Stability Bounds for Stationary φ-mixing and β-mixing Processes JMLR 2010