P.C. Yue, C.K. Wong
Journal of the ACM
In this paper we analyze two recent conditional interpretations of defaults, one based on probabilities, and the other, on models. We study what makes them equivalent, explore their limitations and develop suitable extensions. The resulting framework ties together a number of important notions in default reasoning, like high-probabilities and model-preference, default priorities and argument systems, and independence assumptions and minimality considerations. © 1992 Kluwer Academic Publishers.
P.C. Yue, C.K. Wong
Journal of the ACM
Shuang Chen, Herbert Freeman
International Journal of Pattern Recognition and Artificial Intelligence
Eunho Yang, Aurelie C. Lozano, et al.
ICML 2014
Vitaly Feldman
JMLR