Sciweavers

465 search results - page 35 / 93
» Split variational inference
Sort
View
121
Voted
ISBRA
2009
Springer
15 years 7 months ago
Imputation-Based Local Ancestry Inference in Admixed Populations
Abstract. Accurate inference of local ancestry from whole-genome genetic variation data is critical for understanding the history of admixed human populations and detecting SNPs as...
Bogdan Pasaniuc, Justin Kennedy, Ion I. Mandoiu
BMCBI
2008
138views more  BMCBI 2008»
15 years 24 days ago
Inference of haplotypic phase and missing genotypes in polyploid organisms and variable copy number genomic regions
Background: The power of haplotype-based methods for association studies, identification of regions under selection, and ancestral inference, is well-established for diploid organ...
Shu-Yi Su, Jonathan White, David J. Balding, Lachl...
101
Voted
TIP
2008
133views more  TIP 2008»
15 years 18 days ago
A Recursive Model-Reduction Method for Approximate Inference in Gaussian Markov Random Fields
This paper presents recursive cavity modeling--a principled, tractable approach to approximate, near-optimal inference for large Gauss-Markov random fields. The main idea is to su...
Jason K. Johnson, Alan S. Willsky
108
Voted
BIOINFORMATICS
2006
124views more  BIOINFORMATICS 2006»
15 years 22 days ago
Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities
Motivation Quantitative estimation of the regulatory relationship between transcription factors and genes is a fundamental stepping stone when trying to develop models of cellular...
Guido Sanguinetti, Neil D. Lawrence, Magnus Rattra...
NECO
2007
127views more  NECO 2007»
15 years 5 days ago
Visual Recognition and Inference Using Dynamic Overcomplete Sparse Learning
We present a hierarchical architecture and learning algorithm for visual recognition and other visual inference tasks such as imagination, reconstruction of occluded images, and e...
Joseph F. Murray, Kenneth Kreutz-Delgado