Noam Shental

According to our database1, Noam Shental authored at least 17 papers between 2000 and 2013.

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Bibliography

2013
Accurate Profiling of Microbial Communities from Massively Parallel Sequencing Using Convex Optimization.
Proceedings of the String Processing and Information Retrieval, 2013

2010
Compressed sensing-based pooling experiments using next generation sequencing.
Proceedings of the Information Theory and Applications Workshop, 2010

2009
Rare-Allele Detection Using Compressed Se(que)nsing
CoRR, 2009

Compressed sensing approach for high throughput carrier screen.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
Discrete-Input Two-Dimensional Gaussian Channels With Memory: Estimation and Information Rates Via Graphical Models and Statistical Mechanics.
IEEE Trans. Inf. Theory, 2008

2006
Semi-Supervised Learning -- A Statistical Physics Approach
CoRR, 2006

2005
Learning a Mahalanobis Metric from Equivalence Constraints.
J. Mach. Learn. Res., 2005

On the achievable information rates of finite-state input two-dimensional channels with memory.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

2004
From unsupervised to semi-supervised learning : algorithms and applications (מלמידה לא-מפוקחת ללמידה מפוקחת-למחצה.).
PhD thesis, 2004

Generalized belief propagation receiver for near-optimal detection of two-dimensional channels with memory.
Proceedings of the 2004 IEEE Information Theory Workshop, 2004

2003
Pairwise Clustering and Graphical Models.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Computing Gaussian Mixture Models with EM Using Equivalence Constraints.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Learning Distance Functions using Equivalence Relations.
Proceedings of the Machine Learning, 2003

Learning and Inferring Image Segmentations using the GBP Typical Cut Algorithm.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Enhancing Image and Video Retrieval: Learning via Equivalence Constraint.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Adjustment Learning and Relevant Component Analysis.
Proceedings of the Computer Vision, 2002

2000
Perceptual Grouping and Segmentation by Stochastic Clustering.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000


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