conftrace_

vc theory

9 papers

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Co-occurring keywords · papers mentioning both

uniform convergence (4) learning theory (3) support vector machine (2) multi-class classification (2) vc dimension (2) multiclass svm (1) theoretical comparison (1) concentration inequality (1) graph connectivity (1) generative model (1)

Papers

Conformity Score Averaging for Classification ICML 2025 Open problem: log(n) factor in "Local Glivenko-Cantelli" COLT 2023 Statistical Regeneration Guarantees of the Wasserstein Autoencoder with Latent Space Consistency NeurIPS 2021 A Limitation of the PAC-Bayes Framework NeurIPS 2020 Budget Learning via Bracketing AISTATS 2020 Plug-in Estimators for Conditional Expectations and Probabilities AISTATS 2018 Exceptional Rotations of Random Graphs: A VC Theory JMLR 2015 Multiclass Learning Approaches: A Theoretical Comparison with Implications NeurIPS 2012 VC Theory of Large Margin Multi-Category Classifiers JMLR 2007