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» Structured Weight-Based Prediction Algorithms
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NIPS
2007
13 years 10 months ago
Feature Selection Methods for Improving Protein Structure Prediction with Rosetta
Rosetta is one of the leading algorithms for protein structure prediction today. It is a Monte Carlo energy minimization method requiring many random restarts to find structures ...
Ben Blum, Michael I. Jordan, David Kim, Rhiju Das,...
SLIP
2009
ACM
14 years 3 months ago
From 3D circuit technologies and data structures to interconnect prediction
New technologies such as 3D integration are becoming a new force that is keeping Moore’s law in effect in today’s nano era. By adding a third dimension in current 2D circuits...
Robert Fischbach, Jens Lienig, Tilo Meister
CVPR
2011
IEEE
13 years 5 months ago
Learning Message-Passing Inference Machines for Structured Prediction
Nearly every structured prediction problem in computer vision requires approximate inference due to large and complex dependencies among output labels. While graphical models prov...
Stephane Ross, Daniel Munoz, J. Andrew Bagnell
RECOMB
2005
Springer
14 years 9 months ago
Predicting Transcription Factor Binding Sites Using Structural Knowledge
Abstract. Current approaches for identification and detection of transcription factor binding sites rely on an extensive set of known target genes. Here we describe a novel structu...
Tommy Kaplan, Nir Friedman, Hanah Margalit
FTCGV
2011
122views more  FTCGV 2011»
13 years 9 days 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