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importance estimation

8 papers

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Co-occurring keywords · papers mentioning both

density ratio estimation (4) model compression (3) covariate shift adaptation (2) closed-form solution (2) structured pruning (2) kernel methods (2) importance weighting (1) non-stationarity adaptation (1) distribution shift (1) maximum likelihood estimation (1)

Papers

Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping AAAI 2026 Sample-aware Adaptive Structured Pruning for Large Language Models AAAI 2025 Importance Estimation from Multiple Perspectives for Keyphrase Extraction EMNLP 2021 Importance Estimation for Neural Network Pruning CVPR 2019 Linking losses for density ratio and class-probability estimation ICML 2016 A Least-squares Approach to Direct Importance Estimation JMLR 2009 Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NeurIPS 2008 Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation NeurIPS 2007