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stat.ML2024
Magnitude Pruning of Large Pretrained Transformer Models with a Mixture Gaussian Prior
Mingxuan Zhang, Yan Sun, Faming Liang
Large pretrained transformer models have revolutionized modern AI applications with their state-of-the-art performance in natural language processing (NLP). However, their substant…
stat.ML2024
Extended Fiducial Inference: Toward an Automated Process of Statistical Inference
Faming Liang, Sehwan Kim, Yan Sun
While fiducial inference was widely considered a big blunder by R.A. Fisher, the goal he initially set --`inferring the uncertainty of model parameters on the basis of observations…