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ICML
2007
IEEE
16 years 18 days ago
Incremental Bayesian networks for structure prediction
We propose a class of graphical models appropriate for structure prediction problems where the model structure is a function of the output structure. Incremental Sigmoid Belief Ne...
Ivan Titov, James Henderson
ICMCS
2007
IEEE
141views Multimedia» more  ICMCS 2007»
15 years 6 months ago
Performance Modeling and Evaluation of Prediction Structures in Multi-View Video Coding
So far, lots of prediction structures have been proposed to exploit the temporal and inter-view redundancy of multi-view video. However, none of them can adapt themselves to diffe...
Chao Chen, Yebin Liu, Qionghai Dai, Xiaodong Liu
ICMLA
2009
14 years 9 months ago
Structured Prediction with Relative Margin
In structured prediction problems, outputs are not confined to binary labels; they are often complex objects such as sequences, trees, or alignments. Support Vector Machine (SVM) ...
Pannagadatta K. Shivaswamy, Tony Jebara
CLEIEJ
2006
97views more  CLEIEJ 2006»
14 years 12 months ago
Prediction of RNA Pseudoknotted Secondary Structure using Stochastic Context Free Grammars (SCFG)
Pseudoknots are a frequent RNA structure that assumes essential roles for varied biocatalyst cell's functions. One of the most challenging fields in bioinformatics is the pre...
Rafael Garcia
CIDM
2007
IEEE
15 years 6 months ago
Structure Prediction in Temporal Networks using Frequent Subgraphs
— There are several types of processes which can be modeled explicitly by recording the interactions between a set of actors over time. In such applications, a common objective i...
Mayank Lahiri, Tanya Y. Berger-Wolf