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greedy algorithm

242 papers

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Co-occurring keywords

submodular optimization (261) submodular maximization (143) approximation algorithm (630) combinatorial optimization (1039) submodular function (121) approximation guarantee (65) cardinality constraint (71) regret bound (1926) feature selection (649) matroid constraint (50)

Papers

Newton Greedy Pursuit: A Quadratic Approximation Method for Sparsity-Constrained Optimization CVPR 2014
Local Regularity-driven City-scale Facade Detection from Aerial Images CVPR 2014
Near-Optimally Teaching the Crowd to Classify ICML 2014
Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization ICML 2014
Parallel Double Greedy Submodular Maximization NIPS 2014
Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NIPS 2014
Greedy Subspace Clustering NIPS 2014
Transformation Pursuit for Image Classification CVPR 2014
Greedy Bilateral Sketch, Completion & Smoothing AISTATS 2013
Greedy Sparsity-Constrained Optimization JMLR 2013
Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization ICML 2013
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements NIPS 2013
Scalable Influence Estimation in Continuous-Time Diffusion Networks NIPS 2013
Submodular Salient Region Detection CVPR 2013
Selecting Diverse Features via Spectral Regularization NIPS 2012
GenDeR: A Generic Diversified Ranking Algorithm NIPS 2012
Mandatory Leaf Node Prediction in Hierarchical Multilabel Classification NIPS 2012
On Learning Discrete Graphical Models using Greedy Methods NIPS 2011
SpaRCS: Recovering low-rank and sparse matrices from compressive measurements NIPS 2011
Bandits, Query Learning, and the Haystack Dimension COLT 2011
Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels NIPS 2011
Greedy Algorithms for Structurally Constrained High Dimensional Problems NIPS 2011
A novel greedy algorithm for Nyström approximation AISTATS 2011
Greedy Model Averaging NIPS 2011
Learning with Structured Sparsity JMLR 2011