greedy optimization

Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025 Uncertainty Herding: One Active Learning Method for All Label Budgets ICLR 2025 Size-constrained k-submodular maximization in near-linear time UAI 2023 Blocking Influence at Collective Level with Hard Constraints (Student Abstract) AAAI 2022 Maximum n-times Coverage for Vaccine Design ICLR 2022 Optimizing Elimination Templates by Greedy Parameter Search CVPR 2022 Does Preprocessing Help Training Over-parameterized Neural Networks? NeurIPS 2021 Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough NeurIPS 2020 Greedy Hash: Towards Fast Optimization for Accurate Hash Coding in CNN NeurIPS 2018 Stein Points ICML 2018 A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe AISTATS 2017 On Approximation Guarantees for Greedy Low Rank Optimization ICML 2017 Fast Distributed Submodular Cover: Public-Private Data Summarization NeurIPS 2016 Greedy Feature Construction NeurIPS 2016 Scalable Influence Estimation in Continuous-Time Diffusion Networks NeurIPS 2013 Submodular Salient Region Detection CVPR 2013 High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods AISTATS 2012 An Online Algorithm for Maximizing Submodular Functions NeurIPS 2008 Deflation Methods for Sparse PCA NeurIPS 2008