3976 search results - page 275 / 796 » Machine Learning in User Modeling |
145
click to vote
ACL
2003
15 years 8 months ago
2003
In this paper we propose a competition learning approach to coreference resolution. Traditionally, supervised machine learning approaches adopt the singlecandidate model. Neverthe...
182
click to vote
HRI
2007
ACM
15 years 10 months ago
2007
ACM
Intelligent planning algorithms such as the Partially Observable Markov Decision Process (POMDP) have succeeded in dialog management applications [10, 11, 12] because of their rob...
179
click to vote
JAIR
2000
15 years 6 months ago
2000
A major problem in machine learning is that of inductive bias: how to choose a learner's hypothesis space so that it is large enough to contain a solution to the problem bein...
163
click to vote
MCS
2009
Springer
16 years 1 months ago
2009
Springer
Machine Learning can be divided into two schools of thought: generative model learning and discriminative model learning. While the MCS community has been focused mainly on the lat...
183
click to vote
ICML
2004
IEEE
16 years 2 days ago
2004
IEEE
The paper is concerned with two-class active learning. While the common approach for collecting data in active learning is to select samples close to the classification boundary,...