495 search results - page 85 / 99 » Approximation algorithms for budgeted learning problems |
191
Voted
ICML
2008
IEEE
16 years 7 months ago
2008
IEEE
In this paper we show how common speech recognition training criteria such as the Minimum Phone Error criterion or the Maximum Mutual Information criterion can be extended to inco...
176
Voted
ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
In many real-world classification problems the input contains a large number of potentially irrelevant features. This paper proposes a new Bayesian framework for determining the r...
181
Voted
KDD
2006
ACM
16 years 6 months ago
2006
ACM
Mining data streams of changing class distributions is important for real-time business decision support. The stream classifier must evolve to reflect the current class distributi...
151
Voted
IJCNN
2006
IEEE
16 years 12 days ago
2006
IEEE
— Recursive Neural Networks (RNNs) and Graph Neural Networks (GNNs) are two connectionist models that can directly process graphs. RNNs and GNNs exploit a similar processing fram...
187
Voted
IJCNN
2006
IEEE
16 years 12 days ago
2006
IEEE
— Support Vector Machine has been well received in machine learning community with its theoretical as well as practical value. However, since its training time complexity is cubi...