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» Structured Sparsity in Structured Prediction
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BIOINFORMATICS
2011
14 years 10 months ago
A method for probing the mutational landscape of amyloid structure
Motivation: Proteins of all kinds can self-assemble into highly ordered β-sheet aggregates known as amyloid fibrils, important both biologically and clinically. However, the spe...
Charles W. O'Donnell, Jérôme Waldisp&...
ICML
2010
IEEE
15 years 8 months ago
Learning Efficiently with Approximate Inference via Dual Losses
Many structured prediction tasks involve complex models where inference is computationally intractable, but where it can be well approximated using a linear programming relaxation...
Ofer Meshi, David Sontag, Tommi Jaakkola, Amir Glo...
203
Voted
ICASSP
2008
IEEE
16 years 1 months ago
Probabilistic structural alignment of RNA sequences
We propose an algorithm for estimating the common secondary structure, alignment, and posterior base pairing probabilities for two RNA sequences. A definition of structural align...
Arif Ozgun Harmanci, Gaurav Sharma, David H. Mathe...
SCALESPACE
2007
Springer
16 years 1 months ago
Best Basis Compressed Sensing
This paper proposes an extension of compressed sensing that allows to express the sparsity prior in a dictionary of bases. This enables the use of the random sampling strategy of c...
Gabriel Peyré
ICCAD
2004
IEEE
139views Hardware» more  ICCAD 2004»
16 years 4 months ago
Fast simulation of VLSI interconnects
This paper introduces an efficient and accurate interconnect simulation technique. A new formulation for typical VLSI interconnect structures is proposed which, in addition to pr...
Jitesh Jain, Cheng-Kok Koh, Venkataramanan Balakri...