11 search results - page 1 / 3 » Context-Sensitive MTL Networks for Machine Lifelong Learning |
FLAIRS
2007
13 years 6 months ago
2007
Context-sensitive Multiple Task Learning, or csMTL, is presented as a method of inductive transfer that uses a single output neural network and additional contextual inputs for le...
AAAI
2006
13 years 6 months ago
2006
ICMLA
2003
13 years 5 months ago
2003
— Fundamental to the problem of lifelong machine learning is how to consolidate the knowledge of a learned task within a long-term memory structure (domain knowledge) without the...
ICALT
2006
IEEE
13 years 10 months ago
2006
IEEE
In this tutorial five key problems are discussed that occur in the area of lifelong learning. For each problem we will look at the possible technological solutions. The five probl...
FLAIRS
2010
13 years 6 months ago
2010
We present context-sensitive Multiple Task Learning, or csMTL as a method of inductive transfer. It uses additional contextual inputs along with other input features when learning ...