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Bioinformatics

638 directly classified papers

Papers per year

Papers

Message Passing Inference with Chemical Reaction Networks NIPS 2013
Mapping paradigm ontologies to and from the brain NIPS 2013
Reconstructing ecological networks with hierarchical Bayesian regression and Mondrian processes AISTATS 2013
Extracting regions of interest from biological images with convolutional sparse block coding NIPS 2013
A memory frontier for complex synapses NIPS 2013
Drosophila Embryo Stage Annotation Using Label Propagation ICCV 2013
PDM-ENLOR: Learning Ensemble of Local PDM-Based Regressions CVPR 2013
Matrix factorization with binary components NIPS 2013
Multiscale Dictionary Learning for Estimating Conditional Distributions NIPS 2013
ML-Flex: A Flexible Toolbox for Performing Classification Analyses In Parallel JMLR 2012
Nonparametric Reduced Rank Regression NIPS 2012
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters AISTATS 2012
A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping AISTATS 2012
Structured Sparse Canonical Correlation Analysis AISTATS 2012
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding NIPS 2012
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination NIPS 2012
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation NIPS 2012
Multiresolution Mixture Modeling using Merging of Mixture Components ACML 2012
Bayesian Pedigree Analysis using Measure Factorization NIPS 2012
Identification of Recurrent Patterns in the Activation of Brain Networks NIPS 2012
Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction NIPS 2012
Scalable imputation of genetic data with a discrete fragmentation-coagulation process NIPS 2012
Kernel Hyperalignment NIPS 2012
Structured Learning of Gaussian Graphical Models NIPS 2012
Learning Invariant Representations of Molecules for Atomization Energy Prediction NIPS 2012