701 search results - page 76 / 141 » Self Bounding Learning Algorithms |
102
click to vote
ATAL
2009
Springer
15 years 8 months ago
2009
Springer
Self-organising multi-agent systems provide a suitable paradigm for developing autonomic computing systems that manage themselves. Towards this goal, we demonstrate a robust, dece...
144
Voted
SASO
2007
IEEE
15 years 8 months ago
2007
IEEE
A fundamental problem that confronts decentralized reputation systems is the design of efficient, secure and incentive-compatible mechanisms to gather trust information despite m...
161
click to vote
JMLR
2012
13 years 4 months ago
2012
Contextual bandit learning is a reinforcement learning problem where the learner repeatedly receives a set of features (context), takes an action and receives a reward based on th...
131
click to vote
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
Mappings to structured output spaces (strings, trees, partitions, etc.) are typically learned using extensions of classification algorithms to simple graphical structures (eg., li...
122
Voted
COLT
2001
Springer
15 years 6 months ago
2001
Springer
In this paper, we examine on-line learning problems in which the target concept is allowed to change over time. In each trial a master algorithm receives predictions from a large ...