2683 search results - page 346 / 537 » Machine learning problems from optimization perspective |
114
click to vote
SIGMOD
2003
ACM
16 years 3 months ago
2003
ACM
We consider the problem of evaluating large numbers of XPath filters, each with many predicates, on a stream of XML documents. The solution we propose is to lazily construct a sin...
129
click to vote
KDD
2004
ACM
16 years 3 months ago
2004
ACM
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
121
click to vote
AAAI
1993
15 years 4 months ago
1993
This paper analyzes the complexity of on-line reinforcement learning algorithms, namely asynchronous realtime versions of Q-learning and value-iteration, applied to the problem of...
224
click to vote
CVPR
2011
IEEE
14 years 6 months ago
2011
IEEE
We consider a special type of multi-label learning where class assignments of training examples are incomplete. As an example, an instance whose true class assignment is (c1, c2, ...
136
click to vote
BMCBI
2006
15 years 3 months ago
2006
Background: Cluster analysis is an integral part of high dimensional data analysis. In the context of large scale gene expression data, a filtered set of genes are grouped togethe...