467 search results - page 36 / 94 » Learning Mixtures of DAG Models |
134
Voted
AI
2002
Springer
15 years 3 months ago
2002
Springer
This paper provides algorithms that use an information-theoretic analysis to learn Bayesian network structures from data. Based on our three-phase learning framework, we develop e...
123
Voted
ECML
2007
Springer
15 years 9 months ago
2007
Springer
We extend our recent work on relevant subtask learning, a new variant of multitask learning where the goal is to learn a good classifier for a task-of-interest with too few train...
120
Voted
ECML
2007
Springer
15 years 7 months ago
2007
Springer
Most traffic management and optimization tasks, such as accident detection or optimal vehicle routing, require an ability to adequately model, reason about and predict irregular an...
130
Voted
TASLP
2008
15 years 3 months ago
2008
We present a computer audition system that can both annotate novel audio tracks with semantically meaningful words and retrieve relevant tracks from a database of unlabeled audio c...
156
Voted
FLAIRS
2009
15 years 1 months ago
2009
As robots become more common, it becomes increasingly useful for them to communicate and effectively share knowledge that they have learned through their individual experiences. L...