10054 search results - page 81 / 2011 » On the Complexity of Function Learning |
109
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
TCC
2010
Springer
15 years 9 months ago
2010
Springer
Learning is a task that generalizes many of the analyses that are applied to collections of data, and in particular, collections of sensitive individual information. Hence, it is n...
CIG
2005
IEEE
15 years 6 months ago
2005
IEEE
AbstractGroup utility functions are an extension of the common team utility function for providing multiple agents with a common reinforcement learning signal for learning cooperat...
100
Voted
ML
2002
ACM
15 years 3 days ago
2002
ACM
Additive clustering was originally developed within cognitive psychology to enable the development of featural models of human mental representation. The representational flexibili...
87
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
Discovering additive structure is an important step towards understanding a complex multi-dimensional function because it allows the function to be expressed as the sum of lower-d...