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sampling probability

5 papers

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Co-occurring keywords · papers mentioning both

database sampling (1) aggregate query (1) inverse proportional loss (1) instance difficulty (1) sampling optimization (1) resampling algorithm (1) class-imbalanced classification (1) minimal variance sampling (1) pool-based active learning (1) stochastic gradient boosting (1)

Papers

A Re-Balancing Strategy for Class-Imbalanced Classification Based on Instance Difficulty CVPR 2022 Optimal sampling in unbiased active learning AISTATS 2020 Minimal Variance Sampling in Stochastic Gradient Boosting NeurIPS 2019 Optimal Subsampling with Influence Functions NeurIPS 2018 Stratified Sampling Meets Machine Learning ICML 2016