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Combinatorial Optimization

2,409 papers

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Papers

Efficient Bandit Combinatorial Optimization Algorithm with Zero-suppressed Binary Decision Diagrams AISTATS 2018
An Optimization Approach to Learning Falling Rule Lists AISTATS 2018
Robust Maximization of Non-Submodular Objectives AISTATS 2018
Convex Optimization over Intersection of Simple Sets: improved Convergence Rate Guarantees via an Exact Penalty Approach AISTATS 2018
Submodularity on Hypergraphs: From Sets to Sequences AISTATS 2018
Combinatorial Penalties: Which structures are preserved by convex relaxations? AISTATS 2018
Reparameterizing the Birkhoff Polytope for Variational Permutation Inference AISTATS 2018
Conditional Gradient Method for Stochastic Submodular Maximization: Closing the Gap AISTATS 2018
Adaptive Group Testing Algorithms to Estimate the Number of Defectives ALT 2018
Online Learning of Combinatorial Objects via Extended Formulation ALT 2018
Time-Space Tradeoffs for Learning Finite Functions from Random Evaluations, with Applications to Polynomials COLT 2018
Efficient Convex Optimization with Membership Oracles COLT 2018
Joint Cuts and Matching of Partitions in One Graph CVPR 2018
OATM: Occlusion Aware Template Matching by Consensus Set Maximization CVPR 2018
Structure From Recurrent Motion: From Rigidity to Recurrency CVPR 2018
KIPPI: KInetic Polygonal Partitioning of Images CVPR 2018
Graph-Cut RANSAC CVPR 2018
Exploiting Transitivity for Learning Person Re-Identification Models on a Budget CVPR 2018
Creating Capsule Wardrobes From Fashion Images CVPR 2018
Incremental Computation of Infix Probabilities for Probabilistic Finite Automata EMNLP 2018
Proportional Allocation: Simple, Distributed, and Diverse Matching with High Entropy ICML 2018
Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions ICML 2018
Bayesian Optimization of Combinatorial Structures ICML 2018
Improved large-scale graph learning through ridge spectral sparsification ICML 2018
Hierarchical Clustering with Structural Constraints ICML 2018