Segui
Yaron Shaposhnik
Titolo
Citata da
Citata da
Anno
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
4202021
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
178*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
542023
Scheduling with testing
R Levi, T Magnanti, Y Shaposhnik
Management Science 65 (2), 776-793, 2019
432019
Mining optimal policies: A pattern recognition approach to model analysis
F Bravo, Y Shaposhnik
INFORMS Journal on Optimization 2 (3), 145-166, 2020
322020
The Pandora's Box Problem with Sequential Inspections
A Aouad, J Ji, Y Shaposhnik
Available at SSRN 3726167, 2020
182020
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
Interpretable prediction rules for congestion risk in intensive care units
F Bravo, C Rudin, Y Shaposhnik, Y Yuan
Stochastic Systems 14 (2), 111-130, 2024
11*2024
Exploration vs. exploitation: reducing uncertainty in operational problems
Y Shaposhnik
Massachusetts Institute of Technology, 2016
92016
A polynomial-time approximation scheme for sequential batch testing of series systems
D Segev, Y Shaposhnik
Operations Research 70 (2), 1153-1165, 2022
82022
Stochastic selection problems with testing
C Attias, R Krauthgamer, R Levi, Y Shaposhnik
Available at SSRN 3076956, 2017
72017
Scheduling with testing of heterogeneous jobs
R Levi, T Magnanti, Y Shaposhnik
Management Science 70 (5), 2934-2953, 2024
4*2024
Waiting-Time Prediction with Invisible Customers
Y Kerner, R Roet-Green, A Senderovich, Y Shaposhnik, Y Yuan
Available at SSRN 3946696, 2021
22021
Visualizing the Implicit Model Selection Tradeoff
Z He, Y Shaposhnik
Journal of Artificial Intelligence Research 76, 829-881, 2023
12023
A dual-index rule for managing temporary congestion
Y Shaposhnik
European Journal of Operational Research, 2024
2024
Algorithm Adoption and Explanations: An Experimental Study on Self and Other Perspectives
F Bravo, ZD He, Y Shaposhnik, L Valdés
Available at SSRN 5017247, 2024
2024
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–16