conftrace_

importance estimation

8 papers

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Co-occurring keywords

density ratio estimation (48) model compression (3302) covariate shift adaptation (7) closed-form solution (36) structured pruning (95) kernel methods (1097) importance weighting (59) non-stationarity adaptation (1) distribution shift (722) bayesian optimization (624)

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 NIPS 2008
Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation NIPS 2007