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constraint optimization

46 papers

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Also known as

DCOP CO COP

Co-occurring keywords

constraint satisfaction (293) combinatorial optimization (1039) distributed constraint optimization (17) branch and bound (119) message passing (578) safe reinforcement learning (119) graphical model (863) belief propagation (177) nogood generation (2) large language model (12755)

Papers

Finding Good Subtrees for Constraint Optimization Problems Using Frequent Pattern Mining AAAI 2020
On the Role of Sparsity and DAG Constraints for Learning Linear DAGs NIPS 2020
A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique AAAI 2019
Learning Relational Representations with Auto-encoding Logic Programs IJCAI 2019
Constraint Solving and Optimization Using Evolutionary Techniques IJCAI 2019
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems IJCAI 2019
Optimizing Constraint Solving via Dynamic Programming IJCAI 2019
Multi-Context System for Optimization Problems AAAI 2019
Ultrametric Fitting by Gradient Descent NIPS 2019
Towards Improving the Expressivity and Scalability of Distributed Constraint Optimization Problems IJCAI 2018
Advances and Challenges in Privacy Preserving Planning IJCAI 2018
Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018
Efficient Computation of Implicational Universals in Constraint-Based Phonology Through the Hyperplane Separation Theorem EMNLP 2018
A COP Model for Graph-Constrained Coalition Formation (Extended Abstract) IJCAI 2018
Post-Processing Techniques for Improving Predictions of Multilabel Learning Approaches IJCNLP 2017
Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal CVPR 2017
Label Filters for Large Scale Multilabel Classification AISTATS 2017
Causal Discovery from Subsampled Time Series Data by Constraint Optimization PGM 2016
Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015
Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning NIPS 2014
Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning ACML 2013