918 search results - page 31 / 184 » Machine Learning Approach for Homepage Finding Task |
173
click to vote
COLT
2010
Springer
14 years 10 months ago
2010
Springer
We present a new family of subgradient methods that dynamically incorporate knowledge of the geometry of the data observed in earlier iterations to perform more informative gradie...
104
Voted
DAGSTUHL
2004
15 years 1 months ago
2004
Next to prediction accuracy, the interpretability of models is one of the fundamental criteria for machine learning algorithms. While high accuracy learners have intensively been e...
111
Voted
ICPR
2002
IEEE
16 years 1 months ago
2002
IEEE
Learning Bayesian Belief Networks (BBN) from corpora and incorporating the extracted inferring knowledge with a Support Vector Machines (SVM) classifier has been applied to charac...
101
click to vote
EMNLP
2010
14 years 10 months ago
2010
Named-entity recognition (NER) is an important task required in a wide variety of applications. While rule-based systems are appealing due to their well-known "explainability...
ML
2002
ACM
15 years 3 days ago
2002
ACM
Solving in an efficient manner many different optimal control tasks within the same underlying environment requires decomposing the environment into its computationally elemental ...