100 citations · 122 across the 5 of their papers we have counts for
5 papers
Deforming the Loss Surface to Affect the Behaviour of the Optimizer
Liangming Chen, Long Jin, Xiujuan Du +2
In deep learning, it is usually assumed that the optimization process is conducted on a shape-fixed loss surface. Differently, we first propose a novel concept of deformation mappi…
Deforming the Loss Surface
Liangming Chen, Long Jin, Xiujuan Du +2
In deep learning, it is usually assumed that the shape of the loss surface is fixed. Differently, a novel concept of deformation operator is first proposed in this paper to deform…
Convergence analysis of beetle antennae search algorithm and its applications
Yinyan Zhang, Shuai Li, Bin Xu
The beetle antennae search algorithm was recently proposed and investigated for solving global optimization problems. Although the performance of the algorithm and its variants wer…
A Survey on Blockchain Technology and Its Potential Applications in Distributed Control and Cooperative Robots
Ameer Tamoor Khan, Xinwei Cao, Shuai Li
As a disruptive technology, blockchain, particularly its original form of bitcoin as a type of digital currency, has attracted great attentions. The innovative distributed decision…
From Simplicity to Complexity Based on Consensus: A Case Study
Yinyan Zhang, Shuai Li
Distributed consensus has been intensively studied in recent years as a means to mitigate state differences among dynamic nodes on a graph. It has been successfully employed in var…