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Bandit Sampling for Multiplex Networks



Cenk Baykal , Vamsi K. Potluru , Sameena Shah , Manuela M. Veloso


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Structure with Semantics: Exploiting Document Relations for Retrieval



Natraj Raman , Sameena Shah , Manuela Veloso


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Synthetic Document Generator for Annotation-free Layout Recognition



Natraj Raman , Sameena Shah , Manuela Veloso


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Parameterized Explanations for Investor / Company Matching



Simerjot Kaur , Ivan Brugere , Andrea Stefanucci , Armineh Nourbakhsh , Sameena Shah , Manuela Veloso

* 8 pages, 7 figures, 4 tables, 2 algorithms 

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A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling



Mahmoud Mahfouz , Armineh Nourbakhsh , Sameena Shah


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FinQA: A Dataset of Numerical Reasoning over Financial Data



Zhiyu Chen , Wenhu Chen , Charese Smiley , Sameena Shah , Iana Borova , Dylan Langdon , Reema Moussa , Matt Beane , Ting-Hao Huang , Bryan Routledge , William Yang Wang

* EMNLP 2021 

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Debiasing classifiers: is reality at variance with expectation?



Ashrya Agrawal , Florian Pfisterer , Bernd Bischl , Jiahao Chen , Srijan Sood , Sameena Shah , Francois Buet-Golfouse , Bilal A Mateen , Sebastian Vollmer

* 11 pages, under review 

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Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering



Daniel Borrajo , Manuela Veloso , Sameena Shah

* A version appeared in the Proceedings of the 2020 ACM International Conference on AI in Finance (ICAIF'20) 

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Robust Document Representations using Latent Topics and Metadata



Natraj Raman , Armineh Nourbakhsh , Sameena Shah , Manuela Veloso

* 9 pages, 7 figures 

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