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104
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ICRA
2009
IEEE
15 years 7 months ago
2009
IEEE
— Traditional approaches to programming robots are generally inaccessible to non-robotics-experts. A promising exception is the Learning from Demonstration paradigm. Here a polic...
163
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AII
1992
15 years 4 months ago
1992
Most theoretical models of inductive inference make the idealized assumption that the data available to a learner is from a single and accurate source. The subject of inaccuracies ...
89
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We propose a multiple source domain adaptation method, referred to as Domain Adaptation Machine (DAM), to learn a robust decision function (referred to as target classifier) for l...
77
Voted
CIKM
2008
Springer
15 years 2 months ago
2008
Springer
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59
Voted
ATAL
2004
Springer
15 years 5 months ago
2004
Springer