| 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 | 111 | 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 | 110* | 2022 |
| Scheduling with testing R Levi, T Magnanti, Y Shaposhnik Management Science 65 (2), 776-793, 2019 | 30 | 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 | 24* | 2023 |
| Mining optimal policies: A pattern recognition approach to model analysis F Bravo, Y Shaposhnik INFORMS Journal on Optimization 2 (3), 145-166, 2020 | 24 | 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 | 13 | 2015 |
| Exploration vs. Exploitation: reducing uncertainty in operational problems Y Shaposhnik Massachusetts Institute of Technology, 2016 | 8 | 2016 |
| The Pandora's Box Problem with Sequential Inspections A Aouad, J Ji, Y Shaposhnik Available at SSRN 3726167, 2020 | 5 | 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 | 5 | 2019 |
| Stochastic selection problems with testing C Attias, R Krauthgamer, R Levi, Y Shaposhnik Available at SSRN 3076956, 2017 | 5 | 2017 |
| A polynomial-time approximation scheme for sequential batch testing of series systems D Segev, Y Shaposhnik Operations Research 70 (2), 1153-1165, 2022 | 1 | 2022 |
| An adaptive SPT rule for scheduling and testing heterogeneous jobs R Levi, TL Magnanti, Y Shaposhnik Available at SSRN 3435113, 2019 | 1 | 2019 |
| 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 |
