subsampling methods

6 papers

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Co-occurring keywords

volume sampling (11) point cloud (1479) topological data analysis (120) computational complexity (399) privacy-preserving learning (115) covariance matrix (101) functional data analysis (35) linear regression (281) least squares regression (49) collapsed gibbs sampling (8)

Papers

Functional L-Optimality Subsampling for Functional Generalized Linear Models with Massive Data JMLR 2023

Efficient Algorithms for Extreme Bandits AISTATS 2022

Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy EMNLP 2021

Subsampling for Ridge Regression via Regularized Volume Sampling AISTATS 2018

Subsampling Methods for Persistent Homology ICML 2015

New Subsampling Algorithms for Fast Least Squares Regression NIPS 2013