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greedy optimization

17 papers

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Co-occurring keywords

greedy algorithm (242) approximation algorithm (630) influence maximization (82) linear regression (282) matching pursuit (12) submodular optimization (261) continuous-time diffusion (5) continuous time (47) markov random field (303) online algorithm (445)

Papers

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