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Discrete Optimization

705 papers

Papers per year

10
26
66
51
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Papers

Revisiting Decomposable Submodular Function Minimization with Incidence Relations NIPS 2018
High Dimensional Linear Regression using Lattice Basis Reduction NIPS 2018
Optimization for Approximate Submodularity NIPS 2018
Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity NIPS 2018
Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives NIPS 2018
Robust Maximization of Non-Submodular Objectives AISTATS 2018
Learning to Round for Discrete Labeling Problems AISTATS 2018
A Temporally Sensitive Submodularity Framework for Timeline Summarization CONLL 2018
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs CVPR 2018
Graph-Cut RANSAC CVPR 2018
Consensus Maximization for Semantic Region Correspondences CVPR 2018
Inference in Higher Order MRF-MAP Problems With Small and Large Cliques CVPR 2018
Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing EMNLP 2018
Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018
Approximation Guarantees for Adaptive Sampling ICML 2018
Learning a Mixture of Two Multinomial Logits ICML 2018
Constrained Interacting Submodular Groupings ICML 2018
Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski $p$-Norms ICML 2018
Parameterized Algorithms for the Matrix Completion Problem ICML 2018
Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018
Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice ICML 2018
Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018
Gradient Coding from Cyclic MDS Codes and Expander Graphs ICML 2018
Fair Division Under Cardinality Constraints IJCAI 2018