conftrace_

data dependent hypothesis

2 papers

Explore in graph

Co-occurring keywords · papers mentioning both

random set (1) pac-bayesian theory (1) error bound (1) estimation error (1) generalization bound (1) hypothesis class (1) structural risk minimization (1) vc dimension (1) empirical risk minimization (1) pac learning (1)

Papers

Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets JMLR 2024 Machine Learning with Data Dependent Hypothesis Classes JMLR 2002