2363 search results - page 165 / 473 » Learning Algorithms for Domain Adaptation |
131
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EMNLP
2007
15 years 4 months ago
2007
We develop latent Dirichlet allocation with WORDNET (LDAWN), an unsupervised probabilistic topic model that includes word sense as a hidden variable. We develop a probabilistic po...
126
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CP
2000
Springer
15 years 6 months ago
2000
Springer
This paper addresses the interaction between randomization, with restart strategies, and learning, an often crucial technique for proving unsatisfiability. We use instances of SAT ...
120
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FLAIRS
2007
15 years 5 months ago
2007
Many real-world domains present the problem of imbalanced data sets, where examples of one classes significantly outnumber examples of other classes. This makes learning difficu...
123
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ICIAP
2001
Springer
16 years 3 months ago
2001
Springer
Deformable models are by their formulation able to solve surface extraction problem from noisy volumetric image data encountered commonly in medical image analysis. However, this ...
149
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AAAI
2006
15 years 4 months ago
2006
As robots become a mass consumer product, they will need to learn new skills by interacting with typical human users. Past approaches have adapted reinforcement learning (RL) to a...