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» Bounds on marginal probability distributions
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ISIPTA
2005
IEEE
146views Mathematics» more  ISIPTA 2005»
13 years 11 months ago
Arithmetic on Random Variables: Squeezing the Envelopes with New Joint Distribution Constraints
Uncertainty is a key issue in decision analysis and other kinds of applications. Researchers have developed a number of approaches to address computations on uncertain quantities....
Jianzhong Zhang 0004, Daniel Berleant
IPPS
1998
IEEE
13 years 10 months ago
Optimal Bounds on Tail Probabilities - A Simplified Approach
Aviad Cohen, Yuri Rabinovich, Assaf Schuster, Hada...
KDD
2009
ACM
230views Data Mining» more  KDD 2009»
14 years 6 months ago
Cross domain distribution adaptation via kernel mapping
When labeled examples are limited and difficult to obtain, transfer learning employs knowledge from a source domain to improve learning accuracy in the target domain. However, the...
ErHeng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiang...
MA
2010
Springer
168views Communications» more  MA 2010»
13 years 4 months ago
Bounds for the sum of dependent risks having overlapping marginals
We describe several analytical and numerical procedures to obtain bounds on the distribution function of a sum of n dependent risks having fixed overlapping marginals. As an appl...
Paul Embrechts, Giovanni Puccetti