4 citations · 12 across the 9 of their papers we have counts for
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cs.LG2020
Hcore-Init: Neural Network Initialization based on Graph Degeneracy
Stratis Limnios, George Dasoulas, Dimitrios M. Thilikos +1
Neural networks are the pinnacle of Artificial Intelligence, as in recent years we witnessed many novel architectures, learning and optimization techniques for deep learning. Capit…
cs.LG2020★ 4 cited
Ego-based Entropy Measures for Structural Representations
George Dasoulas, Giannis Nikolentzos, Kevin Scaman +2
In complex networks, nodes that share similar structural characteristics often exhibit similar roles (e.g type of users in a social network or the hierarchical position of employee…