conftrace_

empirical complexity

3 papers

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Co-occurring keywords

generalization bound (652) rademacher complexity (109) beta-mixing stationary (1) mixing processes (1) stochastic process (388) structured sparsity (89) fat-shattering dimension (9) concentration inequality (81) covering number (34) margin-based inequality (1)

Papers

An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning COLT 2014
Rademacher Complexity Bounds for Non-I.I.D. Processes NIPS 2008
Data-dependent margin-based generalization bounds for classification JMLR 2002