conftrace_

column subset selection

23 papers

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CSS

Co-occurring keywords

matrix approximation (89) low-rank approximation (323) feature selection (649) dimensionality reduction (720) matrix factorization (529) kernel methods (1097) leverage score (28) approximation algorithm (630) spectral analysis (239) entrywise loss (2)

Papers

Multi-View Unsupervised Column Subset Selection via Combinatorial Search (Student Abstract) AAAI 2025
On Socially Fair Low-Rank Approximation and Column Subset Selection NIPS 2024
Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024
Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract) AAAI 2024
Linear Time Approximation Algorithm for Column Subset Selection with Local Search NIPS 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
Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020
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 NIPS 2020
Unsupervised Feature Selection by Pareto Optimization AAAI 2019
Average Case Column Subset Selection for Entrywise $\ell_1$-Norm Loss NIPS 2019
Optimal Analysis of Subset-Selection Based L_p Low-Rank Approximation NIPS 2019
Towards a Zero-One Law for Column Subset Selection NIPS 2019
Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling NIPS 2018
Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data JMLR 2018
Polynomial time algorithms for dual volume sampling NIPS 2017
Greedy Column Subset Selection: New Bounds and Distributed Algorithms ICML 2016
Column Selection via Adaptive Sampling NIPS 2015
Column Subset Selection with Missing Data via Active Sampling AISTATS 2015
An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015