329 search results - page 24 / 66 » Probably Approximately Correct Learning |
121
Voted
IQ
2003
15 years 4 months ago
2003
We introduce ClueMaker, the first language designed specifically for approximate record matching. Clues written in ClueMaker predict whether two records denote the same thing based...
121
Voted
ATAL
2005
Springer
15 years 8 months ago
2005
Springer
State estimation consists of updating an agent’s belief given executed actions and observed evidence to date. In single agent environments, the state estimation can be formalize...
130
Voted
BMCBI
2010
15 years 2 months ago
2010
Background: Existing hidden Markov model decoding algorithms do not focus on approximately identifying the sequence feature boundaries. Results: We give a set of algorithms to com...
130
Voted
KDD
2004
ACM
16 years 3 months ago
2004
ACM
Co-clustering is a powerful data mining technique with varied applications such as text clustering, microarray analysis and recommender systems. Recently, an informationtheoretic ...
120
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
In this paper we consider sampling based fitted value iteration for discounted, large (possibly infinite) state space, finite action Markovian Decision Problems where only a gener...