column subset selection

Multi-View Unsupervised Column Subset Selection via Combinatorial Search (Student Abstract) AAAI 2025 Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract) AAAI 2024 Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024 Linear Time Approximation Algorithm for Column Subset Selection with Local Search NeurIPS 2024 On Socially Fair Low-Rank Approximation and Column Subset Selection NeurIPS 2024 CHEX: CHannel EXploration for CNN Model Compression CVPR 2022 Generalized Leverage Scores: Geometric Interpretation and Applications ICML 2022 Improved Guarantees and a Multiple-descent Curve for Column Subset Selection and the Nystrom Method (Extended Abstract) IJCAI 2021 Streaming and Distributed Algorithms for Robust Column Subset Selection ICML 2021 A determinantal point process for column subset selection JMLR 2020 Improved guarantees and a multiple-descent curve for Column Subset Selection and the Nystrom method NeurIPS 2020 Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020 Average Case Column Subset Selection for Entrywise ℓ_1-Norm Loss NeurIPS 2019 Optimal Analysis of Subset-Selection Based L_p Low-Rank Approximation NeurIPS 2019 Towards a Zero-One Law for Column Subset Selection NeurIPS 2019 Unsupervised Feature Selection by Pareto Optimization AAAI 2019 Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data JMLR 2018 Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling NeurIPS 2018 Polynomial time algorithms for dual volume sampling NeurIPS 2017 Greedy Column Subset Selection: New Bounds and Distributed Algorithms ICML 2016 An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015 Column Selection via Adaptive Sampling NeurIPS 2015 Column Subset Selection with Missing Data via Active Sampling AISTATS 2015