conftrace_

stability bound

5 papers

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Co-occurring keywords

generalization bound (652) learning theory (519) graph-structured datum (14) mixing process (3) mcdiarmid inequality (2) kernel methods (1097) graph neural network (3962) edge perturbation (6) graph-dependent variable (1) stationary sequence (2)

Papers

Toward Understanding Generative Data Augmentation NIPS 2023
Interpretable Stability Bounds for Spectral Graph Filters ICML 2021
McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds NIPS 2019
On the Impact of Kernel Approximation on Learning Accuracy AISTATS 2010
Stability Bounds for Stationary φ-mixing and β-mixing Processes JMLR 2010