593 search results - page 6 / 119 » Optimizing Complex Loss Functions in Structured Prediction |
ICASSP
2008
IEEE
14 years 2 months ago
2008
IEEE
Bayesian estimation in nonlinear stochastic dynamical systems has been addressed for a long time. Among other solutions, Particle Filtering (PF) algorithms propagate in time a Mon...
CEC
2011
IEEE
12 years 7 months ago
2011
IEEE
Abstract—Protein structure prediction is the problem of finding the functional conformation of a protein given only its amino uence. The HP lattice model is an abstract formulat...
DAGM
2004
Springer
14 years 1 months ago
2004
Springer
We present an approach to discretizing multivariate continuous data while learning the structure of a graphical model. We derive the joint scoring function from the principle of p...
GECCO
2008
Springer
13 years 8 months ago
2008
Springer
The evolution strategy is one of the strongest evolutionary algorithms for optimizing real-value vectors. In this paper, we study how to use it for the evolution of prediction wei...
TON
2002
13 years 7 months ago
2002
We consider a communication network with fixed routing that can accommodate multiple service classes, differing in bandwidth requirements, demand pattern, call duration, and routin...