conftrace_

gene expression

58 papers

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Co-occurring keywords

spatial transcriptomics (36) single-cell rna sequencing (24) variational inference (2069) representation learning (6206) gene expression analysis (5) graph neural network (3962) single-cell transcriptomics (8) optimal transport (948) single-cell analysis (12) single-cell rna-seq (10)

Papers

Dense Message Passing for Sparse Principal Component Analysis AISTATS 2010
A mixture model for the evolution of gene expression in non-homogeneous datasets NIPS 2008
The Infinite Hierarchical Factor Regression Model NIPS 2008
Consistent Feature Selection for Pattern Recognition in Polynomial Time JMLR 2007
Regulator Discovery from Gene Expression Time Series of Malaria Parasites: a Hierachical Approach NIPS 2007
MinReg: A Scalable Algorithm for Learning Parsimonious Regulatory Networks in Yeast and Mammals JMLR 2006
Modelling transcriptional regulation using Gaussian Processes NIPS 2006
Learning Coordinate Covariances via Gradients JMLR 2006