1900 search results - page 124 / 380 » Gaussian Processes in Machine Learning |
109
Voted
ML
2007
ACM
15 years 4 days ago
2007
ACM
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
123
Voted
ML
2011
ACM
14 years 7 months ago
2011
ACM
In the last decade, connectionist models have been proposed that can process structured information directly. These methods, which are based on the use of graphs for the representa...
84
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
In apprenticeship learning, the goal is to learn a policy in a Markov decision process that is at least as good as a policy demonstrated by an expert. The difficulty arises in tha...
111
Voted
CJ
1998
15 years 9 days ago
1998
Approximation structuring clustering is an extension of what is usually called square-error clustering" onto various cluster structures and data formats. It appears to be not...
114
Voted
ICALT
2008
IEEE
15 years 7 months ago
2008
IEEE
Apparently computer technology is shifting its focus, with individual users not being the main target any more. The evolution of Web 2.0 technologies is promoting the development ...