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Mathias Niepert

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Knowledge Graph Completion to Predict Polypharmacy Side Effects

Oct 22, 2018
Brandon Malone, Alberto García-Durán, Mathias Niepert

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Learning Sequence Encoders for Temporal Knowledge Graph Completion

Sep 10, 2018
Alberto García-Durán, Sebastijan Dumančić, Mathias Niepert

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LRMM: Learning to Recommend with Missing Modalities

Aug 30, 2018
Cheng Wang, Mathias Niepert, Hui Li

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On embeddings as an alternative paradigm for relational learning

Jul 02, 2018
Sebastijan Dumancic, Alberto Garcia-Duran, Mathias Niepert

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KBLRN : End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features

Jun 11, 2018
Alberto Garcia-Duran, Mathias Niepert

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Contextual Hourglass Networks for Segmentation and Density Estimation

Jun 08, 2018
Daniel Oñoro-Rubio, Mathias Niepert

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Learning Short-Cut Connections for Object Counting

May 08, 2018
Daniel Oñoro-Rubio, Mathias Niepert, Roberto J. López-Sastre

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Towards a Spectrum of Graph Convolutional Networks

May 04, 2018
Mathias Niepert, Alberto Garcia-Duran

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BrainSlug: Transparent Acceleration of Deep Learning Through Depth-First Parallelism

Apr 23, 2018
Nicolas Weber, Florian Schmidt, Mathias Niepert, Felipe Huici

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TransRev: Modeling Reviews as Translations from Users to Items

Apr 18, 2018
Alberto Garcia-Duran, Roberto Gonzalez, Daniel Onoro-Rubio, Mathias Niepert, Hui Li

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