Yaron Shaposhnik

Yaron Shaposhnik

Associate Professor
Area(s) of Expertise
Information Systems
Operations Management
Courses
Adv Topics in CIS and OM
Optimization
Predictive Analytics Using Python
Research Interests
Stochastic dynamic optimization with learning, Applications of machine learning to model analysis, Business Analytics
Publications
Visualizing the implicit model selection tradeoff
2023
Journal of Artificial Intelligence Research
Globally-Consistent Rule-Based-Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation
2023
Journal of Machine Learning Research
A Polynomial-Time Approximation Scheme for Sequential Batch-Testing of Series Systems
2022
Operations Research
Issue
2
Volume
70
A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations
2022
Decision Support Systems
Volume
152
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization
2021
Journal of Machine Learning Research
Mining Optimal Policies: A Pattern Recognition Approach to Model Analysis
2020
Informs Journal on Optimization
Issue
3
Volume
2
Scheduling with Testing
2019
Management Science
Issue
2
Volume
65
Optimal Ordering for a Probabilistic One-time Discount
2015
European Journal of Operational Research
Issue
3
Volume
244
3-345 Carol Simon Hall
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