Instance Specific Approximations for Submodular MaximizationInternational Conference on Machine Learning (ICML), 2021 |
Maximizing approximately k-submodular functionsSDM (SDM), 2021 |
Test Score Algorithms for Budgeted Stochastic Utility MaximizationINFORMS Journal on Optimization (INFORMS J. Optim.), 2020 |
Differentially Private Decomposable Submodular MaximizationAAAI Conference on Artificial Intelligence (AAAI), 2020 |
Optimal approximation for unconstrained non-submodular minimizationInternational Conference on Machine Learning (ICML), 2019 |
A Memoization Framework for Scaling Submodular Optimization to Large
Scale ProblemsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019 |