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Bioinformatics

239 directly classified papers

Papers per year

Papers

Bacteria Biotope at BioNLP Open Shared Tasks 2019 EMNLP 2019
UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition EMNLP 2019
Generative modeling for protein structures NIPS 2018
A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks NIPS 2018
Direct Estimation of Differences in Causal Graphs NIPS 2018
End-to-end Symmetry Preserving Inter-atomic Potential Energy Model for Finite and Extended Systems NIPS 2018
Analyzing Correlated Evolution of Multiple Features Using Latent Representations EMNLP 2018
Clustering Billions of Reads for DNA Data Storage NIPS 2017
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs NIPS 2017
Protein Interface Prediction using Graph Convolutional Networks NIPS 2017
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NIPS 2017
Multiple-Scattering Microphysics Tomography CVPR 2017
Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images NIPS 2016
Spectral Learning of Large Structured HMMs for Comparative Epigenomics NIPS 2015
Searching for Higgs Boson Decay Modes with Deep Learning NIPS 2014
Learning Modular Structures from Network Data and Node Variables ICML 2014
Gauging Association Patterns of Chromosome Territories via Chromatic Median CVPR 2013
Matrix factorization with binary components NIPS 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
Variational Inference over Combinatorial Spaces NIPS 2010
A highly efficient blocked Gibbs sampler reconstruction of multidimensional NMR spectra AISTATS 2010
Penalized Principal Component Regression on Graphs for Analysis of Subnetworks NIPS 2010
Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks NIPS 2010