3 citations · 9 across the 7 of their papers we have counts for
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cs.LG2020★ 3 cited
Multi-Graph Tensor Networks
Yao Lei Xu, Kriton Konstantinidis, Danilo P. Mandic
The irregular and multi-modal nature of numerous modern data sources poses serious challenges for traditional deep learning algorithms. To this end, recent efforts have generalized…
cs.LG2020★ 1 cited
Supervised Learning for Non-Sequential Data: A Canonical Polyadic Decomposition Approach
Alexandros Haliassos, Kriton Konstantinidis, Danilo P. Mandic
Efficient modelling of feature interactions underpins supervised learning for non-sequential tasks, characterized by a lack of inherent ordering of features (variables). The brute…