1305 search results - page 119 / 261 » An Optimization Algorithm Based on Active and Instance-Based... |
105
click to vote
PR
2006
15 years 3 months ago
2006
Gaussian fields (GF) have recently received considerable attention for dimension reduction and semi-supervised classification. In this paper we show how the GF framework can be us...
146
click to vote
SODA
2001
ACM
15 years 4 months ago
2001
ACM
Bin covering takes as input a list of items with sizes in (0 1) and places them into bins of unit demand so as to maximize the number of bins whose demand is satis ed. This is in ...
147
click to vote
LION
2010
Springer
15 years 7 months ago
2010
Springer
Abstract. Algorithm selection is typically based on models of algorithm performance learned during a separate offline training sequence, which can be prohibitively expensive. In r...
138
click to vote
CORR
2010
Springer
15 years 3 months ago
2010
Springer
We consider the classical multi-armed bandit problem with Markovian rewards. When played an arm changes its state in a Markovian fashion while it remains frozen when not played. Th...
140
click to vote
NIPS
1998
15 years 4 months ago
1998
When learning a mixture model, we suffer from the local optima and model structure determination problems. In this paper, we present a method for simultaneously solving these prob...