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combinatorial optimization

1039 papers

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Also known as

CUCB COP CO

Co-occurring keywords

approximation algorithm (630) graph neural network (3945) multi-armed bandit (1091) regret bound (1918) graph algorithm (177) neural network (6616) reinforcement learning (4122) submodular optimization (261) graph theory (249) discrete optimization (145)

Papers

Hardness of parameter estimation in graphical models NIPS 2014
Globally Convergent Parallel MAP LP Relaxation Solver using the Frank-Wolfe Algorithm ICML 2014
Min-Max Problems on Factor Graphs ICML 2014
Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems CVPR 2014
On Integrated Clustering and Outlier Detection NIPS 2014
Online combinatorial optimization with stochastic decision sets and adversarial losses NIPS 2014
Online Decision-Making in General Combinatorial Spaces NIPS 2014
Combinatorial Partial Monitoring Game with Linear Feedback and Its Applications ICML 2014
Maximum Persistency in Energy Minimization CVPR 2014
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation NIPS 2013
Potts Model, Parametric Maxflow and K-Submodular Functions ICCV 2013
A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables NIPS 2013
Convex Relaxations for Permutation Problems NIPS 2013
Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs ICML 2013
Rounding Methods for Discrete Linear Classification ICML 2013
Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization ICML 2013
Gauging Association Patterns of Chromosome Territories via Chromatic Median CVPR 2013
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints NIPS 2013
Reflection methods for user-friendly submodular optimization NIPS 2013
Embed and Project: Discrete Sampling with Universal Hashing NIPS 2013
Matrix factorization with binary components NIPS 2013
A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles NIPS 2013
Finding Optimal Bayesian Networks Using Precedence Constraints JMLR 2013
Experiment Selection for Causal Discovery JMLR 2013
Fast Semidifferential-based Submodular Function Optimization ICML 2013