Yaron Shaposhnik

According to our database, Yaron Shaposhnik authored at least 9 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

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

Cynthia Rudin, Yaron Shaposhnik

J. Mach. Learn. Res., 2023

Visualizing the Implicit Model Selection Tradeoff.

Zezhen He, Yaron Shaposhnik

J. Artif. Intell. Res., 2023

2022

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

Danny Segev, Yaron Shaposhnik

Oper. Res., 2022

A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations.

Chaofan Chen, Kangcheng Lin, Cynthia Rudin, Yaron Shaposhnik, Sijia Wang, Tong Wang

Decis. Support Syst., 2022

2021

Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization.

Yingfan Wang, Haiyang Huang, Cynthia Rudin, Yaron Shaposhnik

J. Mach. Learn. Res., 2021

2020

Mining Optimal Policies: A Pattern Recognition Approach to Model Analysis.

Fernanda Bravo, Yaron Shaposhnik

INFORMS J. Optim., July, 2020

2019

Scheduling with Testing.

Retsef Levi, Thomas L. Magnanti, Yaron Shaposhnik

Manag. Sci., 2019

2018

An Interpretable Model with Globally Consistent Explanations for Credit Risk.

Chaofan Chen, Kangcheng Lin, Cynthia Rudin, Yaron Shaposhnik, Sijia Wang, Tong Wang

CoRR, 2018

2015

Optimal ordering for a probabilistic one-time discount.

Yaron Shaposhnik, Yale T. Herer, Hussein Naseraldin

Eur. J. Oper. Res., 2015