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11/12/2019
Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata
We propose an approach that connects recurrent networks with different o...
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10/15/2019
Shapley Homology: Topological Analysis of Sample Influence for Neural Networks
Data samples collected for training machine learning models are typicall...
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12/07/2018
Gated Attentive-Autoencoder for Content-Aware Recommendation
The rapid growth of Internet services and mobile devices provides an exc...
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11/14/2018
Verification of Recurrent Neural Networks Through Rule Extraction
The verification problem for neural networks is verifying whether a neur...
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09/27/2018
Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence
The rapid growth of Location-based Social Networks (LBSNs) provides a gr...
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02/14/2018
Energy Spatio-Temporal Pattern Prediction for Electric Vehicle Networks
Information about the spatio-temporal pattern of electricity energy carr...
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01/16/2018