6202 search results - page 205 / 1241 » Without Loss of Generality |
152
click to vote
PAKDD
2000
ACM
15 years 9 months ago
2000
ACM
The objective of data reduction is to obtain a compact representation of a large data set to facilitate repeated use of non-redundant information with complex and slow learning alg...
140
click to vote
COLT
2008
Springer
15 years 7 months ago
2008
Springer
We analyze a sequential game between a Gambler and a Casino. The Gambler allocates bets from a limited budget over a fixed menu of gambling events that are offered at equal time i...
128
click to vote
SDM
2008
SIAM
15 years 6 months ago
2008
SIAM
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
123
click to vote
WSC
1998
15 years 6 months ago
1998
We consider how to efficiently allocate computing resources in order to infer the best of a finite set of simulated systems, where best means that the system has the maximal expec...
143
click to vote
CORR
2010
Springer
15 years 5 months ago
2010
Springer
We study online learning when individual instances are corrupted by adversarially chosen random noise. We assume the noise distribution is unknown, and may change over time with n...