conftrace_

discrete optimization

145 papers

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Co-occurring keywords

combinatorial optimization (1039) submodular optimization (261) continuous optimization (135) integer programming (92) markov random field (303) neural network (6616) graphical model (864) binary code (83) gradient-based optimization (192) quadratic programming (83)

Papers

Submodularization for Binary Pairwise Energies CVPR 2014
Discrete-Continuous Depth Estimation from a Single Image CVPR 2014
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space CVPR 2013
Fast Semidifferential-based Submodular Function Optimization ICML 2013
Fast Energy Minimization Using Learned State Filters CVPR 2013
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems CVPR 2013
Efficient Optimization for Sparse Gaussian Process Regression NIPS 2013
Reflection methods for user-friendly submodular optimization NIPS 2013
Learning as MAP Inference in Discrete Graphical Models NIPS 2012
QBoost: Large Scale Classifier Training withAdiabatic Quantum Optimization ACML 2012
An Integer Optimization Approach to Associative Classification NIPS 2012
Prismatic Algorithm for Discrete D.C. Programming Problem NIPS 2011
Segmentation as Maximum-Weight Independent Set NIPS 2010
Efficient Minimization of Decomposable Submodular Functions NIPS 2010
Implicit Differentiation by Perturbation NIPS 2010
Beyond Convexity: Online Submodular Minimization NIPS 2009
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NIPS 2009
Consistent Minimization of Clustering Objective Functions NIPS 2007
An Analysis of Convex Relaxations for MAP Estimation NIPS 2007