110 citations · 280 across the 12 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023★ 2 cited
Catastrophic Forgetting in the Context of Model Updates
Rich Harang, Hillary Sanders
A large obstacle to deploying deep learning models in practice is the process of updating models post-deployment (ideally, frequently). Deep neural networks can cost many thousands…
cs.LG2023★ 1 cited
Magnificent Minified Models
Rich Harang, Hillary Sanders
This paper concerns itself with the task of taking a large trained neural network and 'compressing' it to be smaller by deleting parameters or entire neurons, with minimal decrease…