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» Optimizing Complex Loss Functions in Structured Prediction
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PPSN
1992
Springer
13 years 11 months ago
Nonstationary Function Optimization using the Structured Genetic Algorithm
In this paper, we describe the application of a new type of genetic algorithm called the Structured Genetic Algorithm (sGA) for function optimization in nonstationary environments...
Dipankar Dasgupta, Douglas R. McGregor
NAACL
2010
13 years 5 months ago
Softmax-Margin CRFs: Training Log-Linear Models with Cost Functions
We describe a method of incorporating taskspecific cost functions into standard conditional log-likelihood (CLL) training of linear structured prediction models. Recently introduc...
Kevin Gimpel, Noah A. Smith
BMCBI
2007
115views more  BMCBI 2007»
13 years 7 months ago
Recognizing protein-protein interfaces with empirical potentials and reduced amino acid alphabets
Background: In structural genomics, an important goal is the detection and classification of protein–protein interactions, given the structures of the interacting partners. We h...
Guillaume Launay, Raul Mendez, Shoshana J. Wodak, ...
ICIP
2007
IEEE
14 years 2 months ago
A Fast Inter Frame Prediction Algorithm for Multi-View Video Coding
The multi-view video coding improves the coding efficiency by utilizing motion-compensated prediction (MCP) and disparity-compensated prediction (DCP). However, the complexity of ...
Xiaoming Li, Debin Zhao, Xiangyang Ji, Qiang Wang,...
NAR
2007
124views more  NAR 2007»
13 years 7 months ago
The RNAz web server: prediction of thermodynamically stable and evolutionarily conserved RNA structures
Many non-coding RNA genes and cis-acting regulatory elements of mRNAs contain RNA secondary structures that are critical for their function. Such functional RNAs can be predicted ...
Andreas R. Gruber, Richard Neuböck, Ivo L. Ho...