Class-prior estimation for learning from positive and unlabeled data

Author:

du Plessis Marthinus C.,Niu Gang,Sugiyama Masashi

Funder

Ministry of Education, Culture, Sports, Science, and Technology

Japan Science and Technology Agency

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference21 articles.

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2. Blanchard, G., Lee, G., & Scott, C. (2010). Semi-supervised novelty detection. The Journal of Machine Learning Research, 9999, 2973–3009.

3. Bonnans, F., & Cominetti, R. (1996). Perturbed optimization in Banach spaces I: A general theory based on a weak directional constraint qualification; II: A theory based on a strong directional qualification condition; III: Semiinfinite optimization. SIAM Journal on Control and Optimization, 34, 1151–1171, 1172–1189, 1555–1567.

4. Bonnans, F., & Shapiro, A. (1998). Optimization problems with perturbations, a guided tour. SIAM Review, 40(2), 228–264.

5. Csiszár, I. (1967). Information-type measures of difference of probability distributions and indirect observation. Studia Scientiarum Mathematicarum Hungarica, 2, 229–318.

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