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Mateja Jamnik

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Using ontology embeddings for structural inductive bias in gene expression data analysis

Nov 22, 2020
Maja Trębacz, Zohreh Shams, Mateja Jamnik, Paul Scherer, Nikola Simidjievski, Helena Andres Terre, Pietro Liò

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Pairwise Relations Discriminator for Unsupervised Raven's Progressive Matrices

Nov 02, 2020
Nicholas Quek Wei Kiat, Duo Wang, Mateja Jamnik

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Now You See Me (CME): Concept-based Model Extraction

Oct 25, 2020
Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò, Adrian Weller

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Incorporating network based protein complex discovery into automated model construction

Sep 29, 2020
Paul Scherer, Maja Trȩbacz, Nikola Simidjievski, Zohreh Shams, Helena Andres Terre, Pietro Liò, Mateja Jamnik

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Learned Low Precision Graph Neural Networks

Sep 19, 2020
Yiren Zhao, Duo Wang, Daniel Bates, Robert Mullins, Mateja Jamnik, Pietro Lio

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Abstract Diagrammatic Reasoning with Multiplex Graph Networks

Jun 19, 2020
Duo Wang, Mateja Jamnik, Pietro Lio

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Generalisable Relational Reasoning With Comparators in Low-Dimensional Manifolds

Jun 15, 2020
Duo Wang, Mateja Jamnik, Pietro Lio

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Probabilistic Dual Network Architecture Search on Graphs

Mar 21, 2020
Yiren Zhao, Duo Wang, Xitong Gao, Robert Mullins, Pietro Lio, Mateja Jamnik

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Exploring Structural Inductive Biases in Emergent Communication

Feb 04, 2020
Agnieszka Słowik, Abhinav Gupta, William L. Hamilton, Mateja Jamnik, Sean B. Holden, Christopher Pal

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Towards Graph Representation Learning in Emergent Communication

Feb 04, 2020
Agnieszka Słowik, Abhinav Gupta, William L. Hamilton, Mateja Jamnik, Sean B. Holden

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