136
Voted
ALT
15 years 9 months ago
2008 Springer 
Abstract For many centuries scientists have wondered how the human brain represents thoughts in terms of the underlying biology of neural activity. Philosophers, linguists, cogniti...
97
Voted
ALT
15 years 9 months ago
2008 Springer 
In this paper we consider the problem of actively learning the mean values of distributions associated with a finite number of options (arms). The algorithms can select which opti...
87
Voted
ALT
15 years 9 months ago
2008 Springer
The question investigated in this paper is to what extent an input representation influences the success of learning, in particular from the point of view of analyzing agents that...
113
Voted
ALT
15 years 9 months ago
2008 Springer
We propose a new boosting algorithm for bipartite ranking problems. Our boosting algorithm, called SoftRankBoost, is a modification of RankBoost which maintains only smooth distri...
92
Voted
ALT
15 years 9 months ago
2008 Springer
Abstract. Three simple and explicit procedures for testing the independence of two multi-dimensional random variables are described. Two of the associated test statistics (L1, log-...
|
Machine Learning