Rademacher and Gaussian Complexities: Risk Bounds and Structural Results

Peter L. Bartlett, Shahar Mendelson. Rademacher and Gaussian Complexities: Risk Bounds and Structural Results. In David P. Helmbold, Bob Williamson, editors, Computational Learning Theory, 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19, 2001, Proceedings. Volume 2111 of Lecture Notes in Computer Science, pages 224-240, Springer, 2001. [doi]

Abstract

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