Catalyst regularizes structured pruning by minimizing ||DW|| over auxiliary diagonal variables D, aiming for lossless, unbiased pruning, but the fairness proof is missing.
Neuron-level structured pruning using polarization regularizer
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Catalyst: a Novel Regularizer for Structured Pruning with Auxiliary Extension of Parameter Space
Catalyst regularizes structured pruning by minimizing ||DW|| over auxiliary diagonal variables D, aiming for lossless, unbiased pruning, but the fairness proof is missing.