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Bioinformatics

638 directly classified papers

Papers per year

Papers

Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks CVPR 2016
A Simple and Provable Algorithm for Sparse Diagonal CCA ICML 2016
Representational Similarity Learning with Application to Brain Networks ICML 2016
Stable Graphical Models JMLR 2016
Learning brain regions via large-scale online structured sparse dictionary learning NIPS 2016
Bayesian Matrix Factorization with Non-Random Missing Data using Informative Gaussian Process Priors and Soft Evidences PGM 2016
Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation ICCV 2015
Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NIPS 2015
JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes ICML 2015
PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data ICML 2015
Building Proteins in a Day: Efficient 3D Molecular Reconstruction CVPR 2015
Biclustering Using Message Passing NIPS 2014
Sparse Bayesian Variable Selection for the Identification of Antigenic Variability in the Foot-and-Mouth Disease Virus AISTATS 2014
Understanding Protein Dynamics with L1-Regularized Reversible Hidden Markov Models ICML 2014
Learning Modular Structures from Network Data and Node Variables ICML 2014
Efficient Dimensionality Reduction for High-Dimensional Network Estimation ICML 2014
Sparse Space-Time Deconvolution for Calcium Image Analysis NIPS 2014
Analysis of Brain States from Multi-Region LFP Time-Series NIPS 2014
Distance-Based Network Recovery under Feature Correlation NIPS 2014
On Sparse Gaussian Chain Graph Models NIPS 2014
Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology NIPS 2014
On Prior Distributions and Approximate Inference for Structured Variables NIPS 2014
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
Speeding up Permutation Testing in Neuroimaging NIPS 2013
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NIPS 2013