926 search results - page 102 / 186 » Automatic Ordering of Subgoals - A Machine Learning Approach |
127
Voted
EMNLP
2008
15 years 5 months ago
2008
We present a novel learning framework for pipeline models aimed at improving the communication between consecutive stages in a pipeline. Our method exploits the confidence scores ...
124
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
Markov logic networks (MLNs) use firstorder formulas to define features of Markov networks. Current MLN structure learners can only learn short clauses (4-5 literals) due to extre...
118
Voted
AAAI
2008
15 years 6 months ago
2008
As machine learning (ML) systems emerge in end-user applications, learning algorithms and classifiers will need to be robust to an increasingly unpredictable operating environment...
119
Voted
COLT
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. There has been growing interest in practice in using unlabeled data together with labeled data in machine learning, and a number of different approaches have been develo...
97
Voted
DSMML
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. This paper summarizes some of the current research challenges arising from multi-channel sequence processing. Indeed, multiple real life applications involve simultaneous...