18 citations · 87 across the 33 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017
Hidden Tree Markov Networks: Deep and Wide Learning for Structured Data
Davide Bacciu
The paper introduces the Hidden Tree Markov Network (HTN), a neuro-probabilistic hybrid fusing the representation power of generative models for trees with the incremental and disc…
cs.LG2017
DropIn: Making Reservoir Computing Neural Networks Robust to Missing Inputs by Dropout
Davide Bacciu, Francesco Crecchi, Davide Morelli
The paper presents a novel, principled approach to train recurrent neural networks from the Reservoir Computing family that are robust to missing part of the input features at pred…