866 search results - page 42 / 174 » Extension of the direct optimization algorithm for noisy fun... |
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, ...
103
Voted
ACL
2009
15 years 1 months ago
2009
Combining word alignments trained in two translation directions has mostly relied on heuristics that are not directly motivated by intended applications. We propose a novel method...
142
Voted
ECCV
2006
Springer
16 years 5 months ago
2006
Springer
Abstract. Bayesian inference provides a powerful framework to optimally integrate statistically learned prior knowledge into numerous computer vision algorithms. While the Bayesian...
126
Voted
NETWORK
2010
14 years 10 months ago
2010
In this article we report on applications and extensions of weighted graph theory in the design and control of communication networks. We model the communication network as a weig...
195
Voted
PAMI
2007
15 years 3 months ago
2007
—This paper presents a method for learning decision theoretic models of human behaviors from video data. Our system learns relationships between the movements of a person, the co...