2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2022★ 2 cited
Dynamic Split Computing for Efficient Deep Edge Intelligence
Arian Bakhtiarnia, Nemanja Milošević, Qi Zhang +2
Deploying deep neural networks (DNNs) on IoT and mobile devices is a challenging task due to their limited computational resources. Thus, demanding tasks are often entirely offload…
math.OC2022
Nonlinear gradient mappings and stochastic optimization: A general framework with applications to heavy-tail noise
Dusan Jakovetic, Dragana Bajovic, Anit Kumar Sahu +3
We introduce a general framework for nonlinear stochastic gradient descent (SGD) for the scenarios when gradient noise exhibits heavy tails. The proposed framework subsumes several…