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vapnik-chervonenkis dimension

8 papers

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Also known as

VC DIMENSION

Co-occurring keywords · papers mentioning both

vc dimension (4) probably approximately correct learning (2) generalization bound (2) calibrated forecasting (1) checking rule (1) sequential cover (1) large volume principle (1) serendipitous learning (1) information complexity (1) volume approximation (1)

Papers

Sampling Boundary for Causal Effect Estimation ACML 2025 Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives NeurIPS 2023 Open Problem: Information Complexity of VC Learning COLT 2020 Model Selection via the VC Dimension JMLR 2019 Transductive Learning with Multi-class Volume Approximation ICML 2014 Predictive PAC Learning and Process Decompositions NeurIPS 2013 Complexity-Based Approach to Calibration with Checking Rules COLT 2011 Identifiability of Priors from Bounded Sample Sizes with Applications to Transfer Learning COLT 2011