34 citations · 60 across the 13 of their papers we have counts for
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cs.DC2023
Randomized Polar Codes for Anytime Distributed Machine Learning
Burak Bartan, Mert Pilanci
We present a novel distributed computing framework that is robust to slow compute nodes, and is capable of both approximate and exact computation of linear operations. The proposed…
cs.LG2023
Moccasin: Efficient Tensor Rematerialization for Neural Networks
Burak Bartan, Haoming Li, Harris Teague +2
The deployment and training of neural networks on edge computing devices pose many challenges. The low memory nature of edge devices is often one of the biggest limiting factors en…