3694 search results - page 577 / 739 » Stochastic complexity in learning |
188
click to vote
UAI
2008
15 years 7 months ago
2008
In this work we present Cutting Plane Inference (CPI), a Maximum A Posteriori (MAP) inference method for Statistical Relational Learning. Framed in terms of Markov Logic and inspi...
134
click to vote
AAAI
2006
15 years 7 months ago
2006
As artificial intelligence (AI) systems and behavior models in military simulations become increasingly complex, it has been difficult for users to understand the activities of co...
169
click to vote
AAAI
2006
15 years 7 months ago
2006
Intelligent agents must be able to handle the complexity and uncertainty of the real world. Logical AI has focused mainly on the former, and statistical AI on the latter. Markov l...
155
click to vote
AAAI
2006
15 years 7 months ago
2006
While computers have defeated the best human players in many classic board games, progress in Go remains elusive. The large branching factor in the game makes traditional adversar...
148
click to vote
AAAI
2006
15 years 7 months ago
2006
Present developments in the natural sciences are providing enormous and challenging opportunities for various AI technologies to have an unprecedented impact in the broader scient...