Computer Vision and Pattern Recognition · Computer Science
Learning Connectivity of Neural Networks from a Topological Perspective
Kun Yuan, Quanquan Li, Jing Shao, Junjie Yan
2020-08-20
Machine Learning · Computer Science
Online Dynamic Network Embedding
Haiwei Huang, Jinlong Li, Huimin He, Huanhuan Chen
2020-07-01
Machine Learning · Computer Science
Adaptive Learning of Tensor Network Structures
Meraj Hashemizadeh, Michelle Liu, Jacob Miller, Guillaume Rabusseau
2021-06-24
Optimization and Control · Mathematics
Topology Design for Optimal Network Coherence
Tyler Summers, Iman Shames, John Lygeros, Florian Dörfler
2014-11-19
Neural and Evolutionary Computing · Computer Science
Research on a New Convolutional Neural Network Model Combined with Random Edges Adding
Xuanyu Shu, Jin Zhang, Sen Tian, Sheng chen +1
2020-09-01
Quantum Physics · Physics
Tensor networks in machine learning
Richik Sengupta, Soumik Adhikary, Ivan Oseledets, Jacob Biamonte
2022-07-08
Optimization and Control · Mathematics
Reduced Order Modeling of Diffusively Coupled Network Systems: An Optimal Edge Weighting Approach
Xiaodong Cheng, Lanlin Yu, Dingchao Ren, Jacquelien M. A. Scherpen
2020-03-10
Social and Information Networks · Computer Science
A Survey on the Network Models applied in the Industrial Network Optimization
Chao Dong, Xiaoxiong Xiong, Qiulin Xue, Zhengzhen Zhang +2
2022-09-20
Physics and Society · Physics
Weight Thresholding on Complex Networks
Xiaoran Yan, Lucas G. S. Jeub, Alessandro Flammini, Filippo Radicchi +1
2018-10-17
Social and Information Networks · Computer Science
Network Topology Inference Using Information Cascades with Limited Statistical Knowledge
Feng Ji, Wenchang Tang, Wee Peng Tay, Edwin K. P. Chong
2019-03-05
Social and Information Networks · Computer Science
Capturing Edge Attributes via Network Embedding
Palash Goyal, Homa Hosseinmardi, Emilio Ferrara, Aram Galstyan
2019-08-22
Machine Learning · Computer Science
A deep Convolutional Neural Network for topology optimization with strong generalization ability
Yiquan Zhang, Bo Peng, Xiaoyi Zhou, Cheng Xiang +1
2020-04-01
Machine Learning · Computer Science
TempNodeEmb:Temporal Node Embedding considering temporal edge influence matrix
Khushnood Abbas, Alireza Abbasi, Dong Shi, Niu Ling +3
2020-08-19