864 search results - page 28 / 173 » Selective Attention Improves Learning |
77
Voted
TIT
2008
15 years 18 days ago
2008
We prove the strongest known bound for the risk of hypotheses selected from the ensemble generated by running a learning algorithm incrementally on the training data. Our result i...
102
Voted
BLISS
2008
IEEE
15 years 7 months ago
2008
IEEE
Constructing the face of a criminal from the selection of individual facial parts is a hard task. We have been working on a new system called EvoFIT that involves the selection an...
99
Voted
ICDM
2007
IEEE
15 years 7 months ago
2007
IEEE
We explore the problem of budgeted machine learning, in which the learning algorithm has free access to the training examples’ labels but has to pay for each attribute that is s...
109
Voted
ECIR
2008
Springer
15 years 2 months ago
2008
Springer
In document retrieval using pseudo relevance feedback, after initial ranking, a fixed number of top-ranked documents are selected as feedback to build a new expansion query model. ...
100
Voted
ILP
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. We study predicate selection functions (also known as splitting rules) for structural decision trees and propose two improvements to existing schemes. The first is in cl...