Learning Sets of Probabilities Through Ensemble Methods

Author:

Nguyen Vu-LinhORCID,Zhang HaifeiORCID,Destercke SébastienORCID

Publisher

Springer Nature Switzerland

Reference40 articles.

1. Augustin, T., Coolen, F.P., De Cooman, G., Troffaes, M.C.: Introduction to Imprecise Probabilities. John Wiley & Sons, Hoboken (2014)

2. Bartlett, P.L., Wegkamp, M.H.: Classification with a reject option using a hinge loss. J. Mach. Learn. Res. 9(Aug), 1823–1840 (2008)

3. Boyd, S., Boyd, S.P., Vandenberghe, L.: Convex Optimization. Cambridge University Press, Cambridge (2004)

4. Cha, S.H.: Comprehensive survey on distance/similarity measures between probability density functions. Int. J. Math. Models Methods Appl. Sci. 1(4), 300–307 (2007)

5. Chow, C.: On optimum recognition error and reject tradeoff. IEEE Trans. Inf. Theory 16(1), 41–46 (1970)

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