2363 search results - page 353 / 473 » Learning Algorithms for Domain Adaptation |
86
Voted
IUI
2003
ACM
15 years 5 months ago
2003
ACM
The user expectations for usability and personalization along with decreasing size of handheld devices challenge traditional keypad layout design. We have developed a method for o...
ICDM
2006
IEEE
15 years 6 months ago
2006
IEEE
Hierarchies are an intuitive and effective organization paradigm for data. Of late there has been considerable research on automatically learning hierarchical organizations of dat...
107
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ILP
2003
Springer
15 years 5 months ago
2003
Springer
It is well known that many hard tasks considered in machine learning and data mining can be solved in an rather simple and robust way with an instance- and distance-based approach....
101
Voted
ECML
2006
Springer
15 years 4 months ago
2006
Springer
Recent scaling up of POMDP solvers towards realistic applications is largely due to point-based methods such as PBVI, Perseus, and HSVI, which quickly converge to an approximate so...
105
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NIPS
2008
15 years 1 months ago
2008
Bartlett et al (2006) recently proved that a ground condition for convex surrogates, classification calibration, ties up the minimization of the surrogates and classification risk...