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submodular function

121 papers

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Co-occurring keywords

submodular optimization (261) combinatorial optimization (1039) approximation algorithm (630) greedy algorithm (242) subset selection (90) cardinality constraint (71) feature selection (649) active learning (1301) submodular maximization (143) influence maximization (82)

Papers

Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems CVPR 2014
Structured Learning of Sum-of-Submodular Higher Order Energy Functions ICCV 2013
Representation, Approximation and Learning of Submodular Functions Using Low-rank Decision Trees COLT 2013
Potts Model, Parametric Maxflow and K-Submodular Functions ICCV 2013
Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions NIPS 2013
Near-Optimal MAP Inference for Determinantal Point Processes NIPS 2012
Selecting Diverse Features via Spectral Regularization NIPS 2012
Learning Fourier Sparse Set Functions AISTATS 2012
Submodular-Bregman and the Lovász-Bregman Divergences with Applications NIPS 2012
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation NIPS 2012
Shaping Level Sets with Submodular Functions NIPS 2011
Prismatic Algorithm for Discrete D.C. Programming Problem NIPS 2011
On fast approximate submodular minimization NIPS 2011
Near-Optimal Bayesian Active Learning with Noisy Observations NIPS 2010
SFO: A Toolbox for Submodular Function Optimization JMLR 2010
Structured sparsity-inducing norms through submodular functions NIPS 2010
Efficient Minimization of Decomposable Submodular Functions NIPS 2010
Minimum Average Cost Clustering NIPS 2010
Online Learning of Assignments NIPS 2009
Submodularity Cuts and Applications NIPS 2009
An Online Algorithm for Maximizing Submodular Functions NIPS 2008