1641 search results - page 89 / 329 » Termination Analysis with Algorithmic Learning |
165
Voted
CIVR
2005
Springer
15 years 9 months ago
2005
Springer
Multiple Instance Learning (MIL) is a special kind of supervised learning problem that has been studied actively in recent years. We propose an approach based on One-Class Support ...
159
Voted
ECCV
2004
Springer
16 years 5 months ago
2004
Springer
Abstract. We present a method for learning feature descriptors using multiple images, motivated by the problems of mobile robot navigation and localization. The technique uses the ...
147
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Policy evaluation is a critical step in the approximate solution of large Markov decision processes (MDPs), typically requiring O(|S|3 ) to directly solve the Bellman system of |S...
140
Voted
ICFCA
2007
Springer
15 years 10 months ago
2007
Springer
Kuznetsov shows that Formal Concept Analysis (FCA) is a natural framework for learning from positive and negative examples. Indeed, the results of learning from positive examples (...
113
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Recent approaches to learning structured predictors often require approximate inference for tractability; yet its effects on the learned model are unclear. Meanwhile, most learnin...