3556 search results - page 205 / 712 » Can machine learning be secure |
103
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
We propose a general framework for learning from labeled and unlabeled data on a directed graph in which the structure of the graph including the directionality of the edges is co...
94
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
Relational reinforcement learning (RRL) is a Q-learning technique which uses first order regression techniques to generalize the Qfunction. Both the relational setting and the Q-l...
87
Voted
ALT
2009
Springer
15 years 9 months ago
2009
Springer
Motivated by a problem of targeted advertising in social networks, we introduce and study a new model of online learning on labeled graphs where the graph is initially unknown and...
99
Voted
ALT
2008
Springer
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...
73
Voted
ALT
2002
Springer
15 years 9 months ago
2002
Springer
In this paper, we close the gap between the simple and straight-forward implementations of top-down hill-climbing that can be found in the literature, and the rather complex strate...