22 search results - page 1 / 5 » Heterogeneous Transfer Learning with RBMs |
101
Voted
AAAI
2011
13 years 10 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
14 years 8 months ago
2009
82
Voted
ICML
2010
IEEE
14 years 11 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
15 years 4 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...
96
Voted
AAAI
2008
15 years 16 days 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...