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Methodology
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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
Deep Learning at Alibaba
IJCAI 2017
A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery
ICML 2016
Cross-Graph Learning of Multi-Relational Associations
ICML 2016
Correlation Clustering and Biclustering with Locally Bounded Errors
ICML 2016
Hardness of Online Sleeping Combinatorial Optimization Problems
NIPS 2016
Experimental Design on a Budget for Sparse Linear Models and Applications
ICML 2016
Min Norm Point Algorithm for Higher Order MRF-MAP Inference
CVPR 2016
An Efficient Streaming Algorithm for the Submodular Cover Problem
NIPS 2016
Rounding-based Moves for Semi-Metric Labeling
JMLR 2016
Improved Learning Complexity in Combinatorial Pure Exploration Bandits
AISTATS 2016
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms
JMLR 2016
The Effect of Combination Functions on the Complexity of Relational Bayesian Networks
PGM 2016
Combinatorial Multi-Armed Bandit with General Reward Functions
NIPS 2016
Efficient Algorithms for Adversarial Contextual Learning
ICML 2016
Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization
ICML 2016
Relaxation-Based Preprocessing Techniques for Markov Random Field Inference
CVPR 2016
Importance Weighting Without Importance Weights: An Efficient Algorithm for Combinatorial Semi-Bandits
JMLR 2016
The Chordal Graph Polytope for Learning Decomposable Models
PGM 2016
Combinatorial Energy Learning for Image Segmentation
NIPS 2016
The Product Cut
NIPS 2016
Pruning Random Forests for Prediction on a Budget
NIPS 2016
Tightness of LP Relaxations for Almost Balanced Models
AISTATS 2016
Bipartite Correlation Clustering: Maximizing Agreements
AISTATS 2016
Learning Combinatorial Functions from Pairwise Comparisons
COLT 2016
Assortment Optimization Under the Mallows model
NIPS 2016
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