923 search results - page 52 / 185 » Requirements for Machine Lifelong Learning |
84
Voted
ICANN
2003
Springer
15 years 6 months ago
2003
Springer
Combining machine learning models is a means of improving overall accuracy.Various algorithms have been proposed to create aggregate models from other models, and two popular examp...
COLT
1992
Springer
15 years 4 months ago
1992
Springer
We consider PAC-learning where the distribution is known to the student. The problem addressed here is characterizing when learnability with respect to distribution D1 implies lea...
90
Voted
BIOCOMP
2006
15 years 2 months ago
2006
- The rapid growth in the amount of molecular genetic data being collected will, in many cases, require the development of new analytic methods for the analysis of that data. In th...
113
Voted
ECML
1991
Springer
15 years 4 months ago
1991
Springer
Robust reasoning requires learning from problem solving episodes. Past experience must be compiled to provide adaptation to new contingencies and intelligent modification of solut...
97
Voted
ICML
2001
IEEE
16 years 1 months ago
2001
IEEE
This paper addresses the issue of reducing the storage requirements on Instance-Based Learning algorithms. Algorithms proposed by other researches use heuristics to prune instance...