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

Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation AAAI 2020
StochasticRank: Global Optimization of Scale-Free Discrete Functions ICML 2020
The Complexity of Election Problems with Group-Separable Preferences IJCAI 2020
Probabilistic Circuits for Variational Inference in Discrete Graphical Models NIPS 2020
Ordering Variables for Weighted Model Integration UAI 2020
Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework AAAI 2020
Discrete Model Compression With Resource Constraint for Deep Neural Networks CVPR 2020
From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering NIPS 2020
Determinant Regularization for Gradient-Efficient Graph Matching CVPR 2020
Amortized Bayesian Optimization over Discrete Spaces UAI 2020
Solving Integer Quadratic Programming via Explicit and Structural Restrictions AAAI 2019
Teaching Multiple Concepts to a Forgetful Learner NIPS 2019
Discrete Trust-aware Matrix Factorization for Fast Recommendation IJCAI 2019
Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019
Bottleneck Potentials in Markov Random Fields ICCV 2019
Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem AAAI 2019
SADIH: Semantic-Aware DIscrete Hashing AAAI 2019
Towards Optimal Discrete Online Hashing with Balanced Similarity AAAI 2019
Jointly Multiple Hash Learning AAAI 2019
Discrete Social Recommendation AAAI 2019
Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data AAAI 2019
Computational Intractability and Solvability for the Birds of a Feather Game AAAI 2019
Learning Reward Machines for Partially Observable Reinforcement Learning NIPS 2019
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help? ICCV 2019
SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing IJCAI 2018