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Murat Kantarcioglu

University of Texas at Dallas

Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT

Nov 24, 2022
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer

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* Spotlight paper at NeurIPS 2022

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The Impact of Data Distribution on Fairness and Robustness in Federated Learning

Nov 29, 2021
Mustafa Safa Ozdayi, Murat Kantarcioglu

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* Published at The Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications. arXiv admin note: text overlap with arXiv:2010.07427, arXiv:2007.03767

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Multi-concept adversarial attacks

Oct 19, 2021
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham

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* 20 pages, 28 figures, 9 tables

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Improving Fairness of AI Systems with Lossless De-biasing

May 10, 2021
Yan Zhou, Murat Kantarcioglu, Chris Clifton

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* 8 pages, 19 figures

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Smart Vectorizations for Single and Multiparameter Persistence

Apr 10, 2021
Baris Coskunuzer, CUneyt Gurcan Akcora, Ignacio Segovia Dominguez, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel

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* 27 pages, 7 figures 5 tables

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Improving Accuracy of Federated Learning in Non-IID Settings

Oct 14, 2020
Mustafa Safa Ozdayi, Murat Kantarcioglu, Rishabh Iyer

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