1684 search results - page 90 / 337 » The lexicographic decision function |
126
Voted
ML
2006
ACM
15 years 3 months ago
2006
ACM
Backpropagation, similar to most learning algorithms that can form complex decision surfaces, is prone to overfitting. This work presents classification-based objective functions, ...
167
Voted
ICCV
2009
IEEE
15 years 1 months ago
2009
IEEE
Image annotation has been an active research topic in the recent years due to its potentially large impact on both image understanding and web/database image search. In this paper...
136
Voted
JMLR
2010
14 years 10 months ago
2010
In this paper we propose a new algorithm for learning polyhedral classifiers. In contrast to existing methods for learning polyhedral classifier which solve a constrained optimiza...
150
click to vote
CVPR
2004
IEEE
16 years 5 months ago
2004
IEEE
Object detection in unconstrained images is an important image understanding problem with many potential applications. There has been little success in creating a single algorithm...
125
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ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
We investigate methods for planning in a Markov Decision Process where the cost function is chosen by an adversary after we fix our policy. As a running example, we consider a rob...