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167
Voted
AAAI
2012
13 years 6 months ago
2012
The study of transportability aims to identify conditions under which causal information learned from experiments can be reused in a different environment where only passive obser...
150
Voted
KDD
2009
ACM
16 years 4 months ago
2009
ACM
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...
132
Voted
STOC
2007
ACM
16 years 3 months ago
2007
ACM
We give an exponential separation between one-way quantum and classical communication protocols for two partial Boolean functions, both of which are variants of the Boolean Hidden...
149
Voted
CVBIA
2005
Springer
15 years 9 months ago
2005
Springer
Registration, that is, the alignment of multiple images, has been one of the most challenging problems in the field of computer vision. It also serves as an important role in biome...
132
Voted
GECCO
2005
Springer
15 years 9 months ago
2005
Springer
Any computational approach to design, including the use of evolutionary algorithms, requires the transformation of the domain-specific knowledge into a formal design representatio...