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Efficient classification for metric data

Efficient classification for metric data. Lee-Ad Gottlieb Hebrew U. Aryeh Kontorovich Ben Gurion U. Robert Krauthgamer Weizmann Institute. TexPoint fonts used in EMF. Read the TexPoint manual before you delete this box.: A A A A. Classification problem. +1. -1.

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Generalization bounds for uniformly stable algorithms

Generalization bounds for uniformly stable algorithms. Vitaly Feldman Brain. with Jan Vondrak. Uniform stability. Domain (e.g. ) Dataset Learning algorithm Loss function. Uniform stability [ Bousquet,Elisseeff 02] : has uniform stability w.r.t. if

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