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Bioinformatics

250 papers

Papers per year

5
1
15
47
'10
'15
'20
'25

Papers

Searching for Higgs Boson Decay Modes with Deep Learning NIPS 2014
Learning Modular Structures from Network Data and Node Variables ICML 2014
Matrix factorization with binary components NIPS 2013
Gauging Association Patterns of Chromosome Territories via Chromatic Median CVPR 2013
Learning Invariant Representations of Molecules for Atomization Energy Prediction NIPS 2012
Inferring Interaction Networks using the IBP applied to microRNA Target Prediction NIPS 2011
Sparse Instrumental Variables (SPIV) for Genome-Wide Studies NIPS 2010
Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks NIPS 2010
Penalized Principal Component Regression on Graphs for Analysis of Subnetworks NIPS 2010
Variational Inference over Combinatorial Spaces NIPS 2010
A highly efficient blocked Gibbs sampler reconstruction of multidimensional NMR spectra AISTATS 2010
Time-Varying Dynamic Bayesian Networks NIPS 2009
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NIPS 2008
Efficient Inference in Phylogenetic InDel Trees NIPS 2008
The Infinite Hierarchical Factor Regression Model NIPS 2008
A spatially varying two-sample recombinant coalescent, with applications to HIV escape response NIPS 2008
Scalable Algorithms for String Kernels with Inexact Matching NIPS 2008
Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming JMLR 2008
Regulator Discovery from Gene Expression Time Series of Malaria Parasites: a Hierachical Approach NIPS 2007
Heterogeneous Component Analysis NIPS 2007
Feature Selection Methods for Improving Protein Structure Prediction with Rosetta NIPS 2007
Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space NIPS 2006
Comparative Gene Prediction using Conditional Random Fields NIPS 2006
Modelling transcriptional regulation using Gaussian Processes NIPS 2006
Large Scale Hidden Semi-Markov SVMs NIPS 2006