conftrace_

submodular function

121 papers

Explore in graph

Co-occurring keywords

submodular optimization (261) combinatorial optimization (1039) approximation algorithm (630) greedy algorithm (242) subset selection (90) cardinality constraint (71) feature selection (649) active learning (1301) submodular maximization (143) influence maximization (82)

Papers

Multi-Receiver Online Bayesian Persuasion ICML 2021
Submodular combinatorial information measures with applications in machine learning ALT 2021
Dynamic influence maximization NIPS 2021
Stochastic $L^\natural$-convex Function Minimization NIPS 2021
Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems ICML 2021
Faster Guarantees of Evolutionary Algorithms for Maximization of Monotone Submodular Functions IJCAI 2021
Pareto Optimization for Subset Selection with Dynamic Partition Matroid Constraints AAAI 2021
Regularized Submodular Maximization at Scale ICML 2021
An Algorithm for Multi-Attribute Diverse Matching IJCAI 2020
From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models ICML 2020
Continuous Submodular Maximization: Beyond DR-Submodularity NIPS 2020
Co-exposure Maximization in Online Social Networks NIPS 2020
Polytime Decomposition of Generalized Submodular Base Polytopes with Efficient Sampling ACML 2020
Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020
Coresets for Data-efficient Training of Machine Learning Models ICML 2020
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019
Coverage Centrality Maximization in Undirected Networks AAAI 2019
Greedy and IHT Algorithms for Non-convex Optimization with Monotone Costs of Non-zeros AISTATS 2019
Learning Set Functions with Limited Complementarity AAAI 2019
Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019
Variational Inference of Penalized Regression with Submodular Functions UAI 2019
Distributionally Robust Submodular Maximization AISTATS 2019
Randomized Strategies for Robust Combinatorial Optimization AAAI 2019
Exploiting Social Influence to Control Elections Based on Scoring Rules IJCAI 2019
Differentiable Submodular Maximization IJCAI 2018