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Exponential Family Graph Embeddings

 Abdulkadir Çelikkanat , Fragkiskos D. Malliaros
AAAI 2020 - Thirty-Fourth AAAI Conference on Artificial Intelligence, Feb 2020, New York, United States
Communication dans un congrès hal-03088917v1
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Learning Node Embeddings with Exponential Family Distributions

 Abdulkadir Çelikkanat , Fragkiskos Malliaros
NeurIPS 2019 - 33th Annual Conference on Neural Information Processing Systems - Workshop on Graph Representation Learning, Dec 2019, Vancouver, Canada
Communication dans un congrès hal-02336000v1
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Kernel Node Embeddings

 Abdulkadir Çelikkanat , Fragkiskos Malliaros
GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Nov 2019, Ottawa, Canada
Communication dans un congrès hal-02423629v1
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Graph Representation Learning with Random Walk Diffusions

 Abdulkadir Celikkanat
Neural and Evolutionary Computing [cs.NE]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG030⟩
Thèse tel-03369983v1
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Multiple Kernel Representation Learning on Networks

 Abdulkadir Çelikkanat , Yanning Shen , Fragkiskos D. Malliaros
IEEE Transactions on Knowledge and Data Engineering, In press, ⟨10.1109/tkde.2022.3172048⟩
Article dans une revue hal-03686085v1
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Multiomics Data Integration for Gene Regulatory Network Inference with Exponential Family Embeddings

 Surabhi Jagtap , Abdulkadir Çelikkanat , Aurélie Pirayre , Frederique Bidard , Laurent Duval , et al.
EUSIPCO - 29th European Signal Processing Conference, Aug 2021, Dublin / Online, Ireland
Communication dans un congrès hal-03336884v1
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TNE: A Latent Model for Representation Learning on Networks

 Abdulkadir Çelikkanat , Fragkiskos Malliaros
32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Relational Representation Learning Workshop, Dec 2018, Montréal, Canada
Communication dans un congrès hal-01957684v1
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