Yaron Shaposhnik

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Globally Consistent

Interactive Visual

Model Selection

Machine Learning Models

Top Venues

J. Mach. Learn. Res.

Decis. Support Syst.

Publications

Retsef Levi, Thomas L. Magnanti, Yaron Shaposhnik
Scheduling with Testing of Heterogeneous Jobs. Manag. Sci. 70 (5) (2024)
Zezhen He, Yaron Shaposhnik
Visualizing the Implicit Model Selection Tradeoff. J. Artif. Intell. Res. 76 (2023)
Cynthia Rudin, Yaron Shaposhnik
Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation. J. Mach. Learn. Res. 24 (2023)
Chaofan Chen, Kangcheng Lin, Cynthia Rudin, Yaron Shaposhnik, Sijia Wang, Tong Wang
A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations. Decis. Support Syst. 152 (2022)
Danny Segev, Yaron Shaposhnik
A Polynomial-Time Approximation Scheme for Sequential Batch Testing of Series Systems. Oper. Res. 70 (2) (2022)
Yingfan Wang, Haiyang Huang, Cynthia Rudin, Yaron Shaposhnik
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization. J. Mach. Learn. Res. 22 (2021)
Chaofan Chen, Kangcheng Lin, Cynthia Rudin, Yaron Shaposhnik, Sijia Wang, Tong Wang
A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations. CoRR (2021)
Yingfan Wang, Haiyang Huang, Cynthia Rudin, Yaron Shaposhnik
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization. CoRR (2020)
Fernanda Bravo, Yaron Shaposhnik
Mining Optimal Policies: A Pattern Recognition Approach to Model Analysis. INFORMS J. Optim. 2 (3) (2020)
Retsef Levi, Thomas L. Magnanti, Yaron Shaposhnik
Scheduling with Testing. Manag. Sci. 65 (2) (2019)
Chaofan Chen, Kangcheng Lin, Cynthia Rudin, Yaron Shaposhnik, Sijia Wang, Tong Wang
An Interpretable Model with Globally Consistent Explanations for Credit Risk. CoRR (2018)
Yaron Shaposhnik, Yale T. Herer, Hussein Naseraldin
Optimal ordering for a probabilistic one-time discount. Eur. J. Oper. Res. 244 (3) (2015)