1845 search results - page 81 / 369 » Machine-Learning Applications of Algorithmic Randomness |
COLT
2010
Springer
13 years 7 months ago
2010
Springer
In standard online learning, the goal of the learner is to maintain an average loss that is "not too big" compared to the loss of the best-performing function in a fixed...
ATAL
2007
Springer
14 years 3 months ago
2007
Springer
Activity recognition is a key component for creating intelligent, multi-agent systems. Intrinsically, activity recognition is a temporal classification problem. In this paper, we...
POPL
2007
ACM
14 years 9 months ago
2007
ACM
In this paper, we propose a new algorithm for proving the validity or invalidity of a pre/postcondition pair for a program. The algorithm is motivated by the success of the algori...
COCO
2005
Springer
14 years 2 months ago
2005
Springer
CORR
2008
Springer
13 years 9 months ago
2008
Springer
Abstract. We define a novel, basic, unsupervised learning problem learning the the lowest density homogeneous hyperplane separator of an unknown probability distribution. This task...