2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2023
The Power of External Memory in Increasing Predictive Model Capacity
Cenk Baykal, Dylan J Cutler, Nishanth Dikkala +3
One way of introducing sparsity into deep networks is by attaching an external table of parameters that is sparsely looked up at different layers of the network. By storing the bul…
cs.LG2022★ 2 cited
A Theoretical View on Sparsely Activated Networks
Cenk Baykal, Nishanth Dikkala, Rina Panigrahy +2
Deep and wide neural networks successfully fit very complex functions today, but dense models are starting to be prohibitively expensive for inference. To mitigate this, one promis…