12 citations · 21 across the 8 of their papers we have counts for
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cs.LG2024
Extended Deep Submodular Functions
Seyed Mohammad Hosseini, Arash Jamshid, Seyed Mahdi Noormousavi +2
We introduce a novel category of set functions called Extended Deep Submodular functions (EDSFs), which are neural network-representable. EDSFs serve as an extension of Deep Submod…
cs.LG2020★ 2 cited
A Hybrid-Order Distributed SGD Method for Non-Convex Optimization to Balance Communication Overhead, Computational Complexity, and Convergence Rate
Naeimeh Omidvar, Mohammad Ali Maddah-Ali, Hamed Mahdavi
In this paper, we propose a method of distributed stochastic gradient descent (SGD), with low communication load and computational complexity, and still fast convergence. To reduce…