conftrace_

optimal subsampling

6 papers

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Co-occurring keywords · papers mentioning both

variance reduction (2) logistic regression (2) partially linear model (1) nuisance function (1) neyman-orthogonal score (1) coreset learning (1) poisson sampling (1) pilot estimator (1) functional generalized linear model (1) uniform subsampling (1)

Papers

Optimal subsampling for high-dimensional partially linear models via machine learning methods JMLR 2025 Scale-invariant Optimal Sampling for Rare-events Data and Sparse Models NeurIPS 2024 A Coreset Learning Reality Check AAAI 2023 Functional L-Optimality Subsampling for Functional Generalized Linear Models with Massive Data JMLR 2023 A comparative study on sampling with replacement vs Poisson sampling in optimal subsampling AISTATS 2021 More Efficient Estimation for Logistic Regression with Optimal Subsamples JMLR 2019