22 search results - page 1 / 5 » Heterogeneous Transfer Learning with RBMs |
AAAI
2011
12 years 11 months ago
2011
A common approach in machine learning is to use a large amount of labeled data to train a model. Usually this model can then only be used to classify data in the same feature spac...
ACL
2009
13 years 8 months ago
2009
ICML
2010
IEEE
13 years 12 months ago
2010
IEEE
Link prediction is a key technique in many applications such as recommender systems, where potential links between users and items need to be predicted. A challenge in link predic...
IROS
2009
IEEE
14 years 5 months ago
2009
IEEE
— This paper explores methods and representations that allow two perceptually heterogeneous robots, each of which represents concepts via grounded properties, to transfer knowled...
AAAI
2008
14 years 1 months ago
2008
Multi-category classification of short dialogues is a common task performed by humans. When assigning a question to an expert, a customer service operator tries to classify the cu...