Stochastically Pruning Large Language Models Using Sparsity Regularization and Compressive Sensing.
Mohammad Munzurul IslamMohammed AlawadPublished in: ACM Great Lakes Symposium on VLSI (2023)
Keyphrases
- language model
- compressive sensing
- sparsity regularization
- sparse coding
- sparse representation
- language modeling
- random projections
- compressive sampling
- image representation
- n gram
- information retrieval
- probabilistic model
- signal processing
- data sets
- image reconstruction
- higher order
- bayesian networks
- cluster analysis
- feature space
- face recognition