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» Structured Sparsity in Structured Prediction
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FTCGV
2011
122views more  FTCGV 2011»
14 years 5 months ago
Structured Learning and Prediction in Computer Vision
Powerful statistical models that can be learned efficiently from large amounts of data are currently revolutionizing computer vision. These models possess a rich internal structur...
Sebastian Nowozin, Christoph H. Lampert
ICML
2009
IEEE
16 years 2 months ago
Unsupervised search-based structured prediction
We describe an adaptation and application of a search-based structured prediction algorithm "Searn" to unsupervised learning problems. We show that it is possible to red...
Hal Daumé III
BMCBI
2007
112views more  BMCBI 2007»
15 years 2 months ago
AUG_hairpin: prediction of a downstream secondary structure influencing the recognition of a translation start site
Background: The translation start site plays an important role in the control of translation efficiency of eukaryotic mRNAs. The recognition of the start AUG codon by eukaryotic r...
Alexey V. Kochetov, Andrey Palyanov, Igor I. Titov...
RECOMB
2009
Springer
16 years 2 months ago
Learning Models for Aligning Protein Sequences with Predicted Secondary Structure
Accurately aligning distant protein sequences is notoriously difficult. A recent approach to improving alignment accuracy is to use additional information such as predicted seconda...
Eagu Kim, Travis J. Wheeler, John D. Kececioglu
IGARSS
2010
14 years 8 months ago
A phase screen simulator for predicting the impact of small-scale ionospheric structure on SAR image formation and interferometr
We describe the SAR Scintillation Simulator (SAR-SS), a new phase screen model for simulating the impact of smallscale ionospheric structure on SAR image formation and interferome...
Charles S. Carrano, Keith M. Groves, Ronald G. Cat...