4 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 1 cited
A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process
Fuyang Li, Jiying Zhang, Xi Xiao +2
Kernels on discrete structures evaluate pairwise similarities between objects which capture semantics and inherent topology information. Existing kernels on discrete structures are…
cs.CV2009★ 4 cited
Are Tensor Decomposition Solutions Unique? On the global convergence of HOSVD and ParaFac algorithms
Dijun Luo, Heng Huang, Chris Ding
For tensor decompositions such as HOSVD and ParaFac, the objective functions are nonconvex. This implies, theoretically, there exists a large number of local optimas: starting from…