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Papers
MUSS: Multilevel Subset Selection for Relevance and Diversity
UAI 2026
PhaseWin Search Framework Enable Efficient Object-Level Interpretation
CVPR 2026
Learning to Incentivize in Repeated Principal-Agent Problems with Adversarial Agent Arrivals
ICML 2025
Greed is good: correspondence recovery for unlabeled linear regression
UAI 2023
Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence
JMLR 2022
Sublinear time algorithms for greedy selection in high dimensions
UAI 2022
apricot: Submodular selection for data summarization in Python
JMLR 2020
Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection
ICML 2020
Which Scores to Predict in Sentence Regression for Text Summarization?
NAACL 2018
Feature Selection via Dependence Maximization
JMLR 2012
Forward Basis Selection for Sparse Approximation over Dictionary
AISTATS 2012
Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels
NeurIPS 2011
Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction
NeurIPS 2009