923 search results - page 86 / 185 » Requirements for Machine Lifelong Learning |
128
Voted
ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
Abstract--Imbalanced data sets present a particular challenge to the data mining community. Often, it is the rare event that is of interest and the cost of misclassifying the rare ...
116
Voted
ALT
2004
Springer
16 years 20 days ago
2004
Springer
In this paper we introduce a paradigm for learning in the limit of potentially infinite languages from all positive data and negative counterexamples provided in response to the ...
150
Voted
ALT
1997
Springer
15 years 7 months ago
1997
Springer
A pattern is a string of constant and variable symbols. The language generated by a pattern is the set of all strings of constant symbols which can be obtained from by substituti...
142
Voted
COLT
2010
Springer
15 years 1 months ago
2010
Springer
We define a new model of quantum learning that we call Predictive Quantum (PQ). This is a quantum analogue of PAC, where during the testing phase the student is only required to a...
105
Voted
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
A new class of nonparametric algorithms for high-dimensional binary classification is proposed using cascades of low dimensional polynomial structures. Construction of polynomial ...