Generalization Bounds of Regularization Algorithms Derived Simultaneously through Hypothesis Space Complexity, Algorithmic Stability and Data Quality

Xiangyu Chang, ZongBen Xu, Bin Zou, Hai Zhang. Generalization Bounds of Regularization Algorithms Derived Simultaneously through Hypothesis Space Complexity, Algorithmic Stability and Data Quality. IJWMIP, 9(4):549-570, 2011. [doi]

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