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Ilya Safro

Clemson University

BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms



Ankit Kulshrestha , Ilya Safro


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Proactive Query Expansion for Streaming Data Using External Source



Farah Alshanik , Amy Apon , Yuheng Du , Alexander Herzog , Ilya Safro


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FAIRLEARN:Configurable and Interpretable Algorithmic Fairness



Ankit Kulshrestha , Ilya Safro

* In-submission to journal 

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Coping with Mistreatment in Fair Algorithms



Ankit Kulshrestha , Ilya Safro


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Accelerating COVID-19 research with graph mining and transformer-based learning



Ilya Tyagin , Ankit Kulshrestha , Justin Sybrandt , Krish Matta , Michael Shtutman , Ilya Safro


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Classical symmetries and QAOA



Ruslan Shaydulin , Stuart Hadfield , Tad Hogg , Ilya Safro


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Accelerating Text Mining Using Domain-Specific Stop Word Lists



Farah Alshanik , Amy Apon , Alexander Herzog , Ilya Safro , Justin Sybrandt


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AML-SVM: Adaptive Multilevel Learning with Support Vector Machines



Ehsan Sadrfaridpour , Korey Palmer , Ilya Safro

* 10 pages, 5 tables, 3 figures, IEEE BigData 2020 

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Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization



Fei Ding , Xiaohong Zhang , Justin Sybrandt , Ilya Safro

* 15 pages 

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