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Bioinformatics

644 papers

Papers per year

15
5
61
110
'10
'15
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'25

Papers

Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding NIPS 2012
Bayesian Pedigree Analysis using Measure Factorization NIPS 2012
Nonparametric Reduced Rank Regression NIPS 2012
Multiresolution Mixture Modeling using Merging of Mixture Components ACML 2012
Structured Sparse Canonical Correlation Analysis AISTATS 2012
A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping AISTATS 2012
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters AISTATS 2012
ML-Flex: A Flexible Toolbox for Performing Classification Analyses In Parallel JMLR 2012
Modelling Genetic Variations using Fragmentation-Coagulation Processes NIPS 2011
Structured Learning for Cell Tracking NIPS 2011
A Global Structural EM Algorithm for a Model of Cancer Progression NIPS 2011
Efficient inference in matrix-variate Gaussian models with \iid observation noise NIPS 2011
Hierarchical Multitask Structured Output Learning for Large-scale Sequence Segmentation NIPS 2011
Inferring Interaction Networks using the IBP applied to microRNA Target Prediction NIPS 2011
Learning from positive and unlabeled examples by enforcing statistical significance AISTATS 2011
Computationally Efficient Convolved Multiple Output Gaussian Processes JMLR 2011
Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization NIPS 2010
Adaptive Multi-Task Lasso: with Application to eQTL Detection NIPS 2010
Sparse Instrumental Variables (SPIV) for Genome-Wide Studies NIPS 2010
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NIPS 2010
Exact inference and learning for cumulative distribution functions on loopy graphs NIPS 2010
Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks NIPS 2010
Probabilistic Multi-Task Feature Selection NIPS 2010
Penalized Principal Component Regression on Graphs for Analysis of Subnetworks NIPS 2010
Cross Species Expression Analysis using a Dirichlet Process Mixture Model with Latent Matchings NIPS 2010