450 citations · 1.2k across the 59 of their papers we have counts for
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cs.LG2023★ 2 cited
Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence
Yuki Takezawa, Ryoma Sato, Han Bao +2
Decentralized learning has recently been attracting increasing attention for its applications in parallel computation and privacy preservation. Many recent studies stated that the…
cs.LG2023
Nystrom Method for Accurate and Scalable Implicit Differentiation
Ryuichiro Hataya, Makoto Yamada
The essential difficulty of gradient-based bilevel optimization using implicit differentiation is to estimate the inverse Hessian vector product with respect to neural network para…