Yaron Shaposhnik

University of Rochester - Simon Business School

Rochester, NY 14627

United States

  • University of Rochester - Simon Business School

SCHOLARLY PAPERS

6

DOWNLOADS

795

SSRN CITATIONS

1

CROSSREF CITATIONS

1

Scholarly Papers (6)

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1.

Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation

Number of pages: 19 Posted: 12 Jun 2019
Cynthia Rudin and Yaron Shaposhnik
Duke University - Pratt School of Engineering and University of Rochester - Simon Business School
Downloads 288 (115,544)

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Interpretability, Local models, Association rules, Explanations, Machine learning, Credit-risk

2.

Mining Optimal Policies: A Pattern Recognition Approach to Model Analysis

Number of pages: 44 Posted: 27 Nov 2017 Last Revised: 22 Aug 2018
Fernanda Bravo and Yaron Shaposhnik
University of California, Los Angeles (UCLA) - Anderson School of Management and University of Rochester - Simon Business School
Downloads 234 (142,936)
Citation 1

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Mathematical modeling, Machine learning, Dynamic programming, Interpretability

3.

Simple Rules for Predicting Congestion Risk in Queueing Systems: Application to ICUs

Number of pages: 43 Posted: 15 May 2019 Last Revised: 23 Jun 2019
Fernanda Bravo, Cynthia Rudin, Yaron Shaposhnik and Yuting Yuan
University of California, Los Angeles (UCLA) - Anderson School of Management, Duke University - Pratt School of Engineering, University of Rochester - Simon Business School and University of Rochester - Simon Business School
Downloads 113 (265,057)

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Congestion; Queueing systems; Prediction; Service operation; Machine learning; Interpretability; ICU

4.

Stochastic Selection Problems with Testing

Number of pages: 29 Posted: 11 Dec 2017
Chen Attias, Robert Krauthgamer, Retsef Levi and Yaron Shaposhnik
Weizmann Institute of Science, Weizmann Institute of Science, MIT Sloan School of Management - Operations Research Center and University of Rochester - Simon Business School
Downloads 88 (312,996)

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Selection, Testing, Dynamic programming, Approximation algorithms, Myopic policies

5.

An Adaptive SPT Rule for Scheduling and Testing Heterogeneous Jobs

Number of pages: 57 Posted: 13 Aug 2019
Retsef Levi, Thomas L. Magnanti and Yaron Shaposhnik
MIT Sloan School of Management - Operations Research Center, Massachusetts Institute of Technology (MIT) and University of Rochester - Simon Business School
Downloads 42 (452,212)
Citation 1

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Dynamic Programming, Maintenance, Diagnosis, Scheduling

6.

A Polynomial-Time Approximation Scheme for Sequential Batch Testing of Series Systems

Number of pages: 32 Posted: 29 Nov 2018
Danny Segev and Yaron Shaposhnik
University of Haifa - Department of Statistics and University of Rochester - Simon Business School
Downloads 30 (507,225)

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sequential testing, approximation algorithms, PTAS, dynamic programming