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New articles December 2019 #35

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hrstoyanov opened this issue Dec 30, 2019 · 0 comments
Open

New articles December 2019 #35

hrstoyanov opened this issue Dec 30, 2019 · 0 comments

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@hrstoyanov
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Robustness in Sum-Product Networks with continuous and categorical data:
https://pureadmin.qub.ac.uk/ws/portalfiles/portal/168408924/ISIPTA_2019_paper_42.pdf

Towards Scalable and Robust Sum-Product Networks:
https://sci-hub.se/10.1007/978-3-030-35514-2

Discriminative structure learning of sum–product networks for data stream classification
https://sci-hub.tw/https://doi.org/10.1016/j.neunet.2019.12.002

On the Sample Complexity of Learning Sum-Product Networks
https://arxiv.org/pdf/1912.02765.pdf

Sum-Product Network Decompilation
https://arxiv.org/pdf/1912.10092.pdf

On the Tree Structure of Deep Convolutional Sum-Product Networks
https://aaai.org/ocs/index.php/FLAIRS/FLAIRS19/paper/download/18236/17354

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