Adversarial Robustness of Representation Learning for Knowledge Graphs_2

2025-04-27 0 0 2.13MB 150 页 10玖币
侵权投诉
peru bhardwaj
ADVERSARIAL ROBUSTNESS OF
REPRESENTATION LEARNING FOR KNOWLEDGE GRAPHS
arXiv:2210.00122v1 [cs.LG] 30 Sep 2022
School of Computer Science and Statistics
Adversarial Robustness of
Representation Learning for
Knowledge Graphs
peru bhardwaj
bhardwap@tcd.ie
September 2022
A Thesis submitted in partial fulfilment
of the requirements for the degree of
Doctor of Philosophy
Peru Bhardwaj:
Adversarial Robustness of Representation Learning for Knowledge Graphs,
© September 2022
DECLARATION
I declare that this thesis has not been submitted as an exercise for a degree at this
or any other university and it is entirely my own work.
I agree to deposit this thesis in the University’s open access institutional repository
or allow the Library to do so on my behalf, subject to Irish Copyright Legislation
and Trinity College Library conditions of use and acknowledgement.
I consent to the examiner retaining a copy of the thesis beyond the examining
period, should they so wish (EU GDPR May 2018).
Dublin, Ireland, September 2022
Peru Bhardwaj
摘要：

perubhardwajADVERSARIALROBUSTNESSOFREPRESENTATIONLEARNINGFORKNOWLEDGEGRAPHSSchoolofComputerScienceandStatisticsAdversarialRobustnessofRepresentationLearningforKnowledgeGraphsperubhardwajbhardwap@tcd.ieSeptember2022AThesissubmittedinpartialfullmentoftherequirementsforthedegreeofDoctorofPhilosophyPer...

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