2861 search results - page 144 / 573 » Parallel Online Learning |
122
click to vote
COLT
2001
Springer
15 years 8 months ago
2001
Springer
In this paper we study a paradigm to generalize online classification algorithms for binary classification problems to multiclass problems. The particular hypotheses we investig...
153
Voted
AAAI
2012
13 years 6 months ago
2012
Kernel methods have been successfully applied to many machine learning problems. Nevertheless, since the performance of kernel methods depends heavily on the type of kernels being...
101
click to vote
TIT
2008
15 years 3 months 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...
129
Voted
PADL
2000
Springer
15 years 7 months ago
2000
Springer
In this paper, we demonstrate how Functional Reactive Programming (FRP), a framework for the description of interactive systems, can be extended to encompass parallel systems. FRP ...
103
Voted
GEM
2008
15 years 5 months ago
2008
Classifying the endgame positions in Chess can be challenging for humans and is known to be a difficult task in machine learning. An evolutionary algorithm would seem to be the ide...