Yaron Shaposhnik
Yaron Shaposhnik
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Understanding how dimension reduction tools work: an empirical approach to deciphering t-SNE, UMAP, TriMAP, and PaCMAP for data visualization
Y Wang, H Huang, C Rudin, Y Shaposhnik
The Journal of Machine Learning Research 22 (1), 9129-9201, 2021
A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations
C Chen, K Lin, C Rudin, Y Shaposhnik, S Wang, T Wang
Decision Support Systems 152, 113647, 2022
Scheduling with testing
R Levi, T Magnanti, Y Shaposhnik
Management Science 65 (2), 776-793, 2019
Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation
C Rudin, Y Shaposhnik
Journal of Machine Learning Research 24 (16), 1-44, 2023
Mining optimal policies: A pattern recognition approach to model analysis
F Bravo, Y Shaposhnik
INFORMS Journal on Optimization 2 (3), 145-166, 2020
Optimal ordering for a probabilistic one-time discount
Y Shaposhnik, YT Herer, H Naseraldin
European Journal of Operational Research 244 (3), 803-814, 2015
Exploration vs. Exploitation: reducing uncertainty in operational problems
Y Shaposhnik
Massachusetts Institute of Technology, 2016
The Pandora's Box Problem with Sequential Inspections
A Aouad, J Ji, Y Shaposhnik
Available at SSRN 3726167, 2020
Simple rules for predicting congestion risk in queueing systems: Application to ICUs
F Bravo, C Rudin, Y Shaposhnik, Y Yuan
Available at SSRN 3384148, 2019
Stochastic selection problems with testing
C Attias, R Krauthgamer, R Levi, Y Shaposhnik
Available at SSRN 3076956, 2017
A polynomial-time approximation scheme for sequential batch testing of series systems
D Segev, Y Shaposhnik
Operations Research 70 (2), 1153-1165, 2022
An adaptive SPT rule for scheduling and testing heterogeneous jobs
R Levi, TL Magnanti, Y Shaposhnik
Available at SSRN 3435113, 2019
Visualizing the Implicit Model Selection Tradeoff
Z He, Y Shaposhnik
Journal of Artificial Intelligence Research 76, 829-881, 2023
Waiting-Time Prediction with Invisible Customers
Y Kerner, R Roet-Green, A Senderovich, Y Shaposhnik, Y Yuan
Available at SSRN 3946696, 2021
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