Prati
Yaron Shaposhnik
Yaron Shaposhnik
Potvrđena adresa e-pošte na simon.rochester.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
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
Journal of Machine Learning Research 22 (201), 1-73, 2021
2682021
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
152*2022
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
412023
Scheduling with testing
R Levi, T Magnanti, Y Shaposhnik
Management Science 65 (2), 776-793, 2019
402019
Mining optimal policies: A pattern recognition approach to model analysis
F Bravo, Y Shaposhnik
INFORMS Journal on Optimization 2 (3), 145-166, 2020
282020
Optimal ordering for a probabilistic one-time discount
Y Shaposhnik, YT Herer, H Naseraldin
European Journal of Operational Research 244 (3), 803-814, 2015
132015
The Pandora's Box Problem with Sequential Inspections
A Aouad, J Ji, Y Shaposhnik
Available at SSRN 3726167, 2020
92020
Exploration vs. exploitation: reducing uncertainty in operational problems
Y Shaposhnik
Massachusetts Institute of Technology, 2016
92016
Interpretable Prediction Rules for Congestion Risk in Intensive Care Units
F Bravo, C Rudin, Y Shaposhnik, Y Yuan
Stochastic Systems, 2023
7*2023
An Interpretable Model with Globally Consistent Explanations for Credit Risk. arXiv 2018
C Chen, K Lin, C Rudin, Y Shaposhnik, S Wang, T Wang
arXiv preprint arXiv:1811.12615, 0
7
Stochastic selection problems with testing
C Attias, R Krauthgamer, R Levi, Y Shaposhnik
Available at SSRN 3076956, 2017
62017
A polynomial-time approximation scheme for sequential batch testing of series systems
D Segev, Y Shaposhnik
Operations Research 70 (2), 1153-1165, 2022
32022
Scheduling with Testing of Heterogeneous Jobs
R Levi, T Magnanti, Y Shaposhnik
Management Science, 2023
2*2023
A Dynamic Priority Rule for Congestion-Sensitive Service Systems
Y Shaposhnik
Available at SSRN 4684062, 2024
2024
Visualizing the Implicit Model Selection Tradeoff
Z He, Y Shaposhnik
Journal of Artificial Intelligence Research 76, 829-881, 2023
2023
Waiting-Time Prediction with Invisible Customers
Y Kerner, R Roet-Green, A Senderovich, Y Shaposhnik, Y Yuan
Available at SSRN 3946696, 2021
2021
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