| Online decision-making with high-dimensional covariates H Bastani, M Bayati Operations Research 68 (1), 276-294, 2020 | 710 | 2020 |
| Interpreting blackbox models via model extraction O Bastani, C Kim, H Bastani arXiv preprint arXiv:1705.08504, 2017 | 489* | 2017 |
| Generative AI without guardrails can harm learning: Evidence from high school mathematics H Bastani, O Bastani, A Sungu, H Ge, O Kabakcı, R Mariman Proceedings of the National Academy of Sciences 122 (26), e2422633122, 2025 | 317* | 2025 |
| Mostly exploration-free algorithms for contextual bandits H Bastani, M Bayati, K Khosravi Management Science 67 (3), 1329-1349, 2021 | 281 | 2021 |
| Predicting with Proxies: Transfer Learning in High Dimension H Bastani Management Science, 2020 | 222 | 2020 |
| Meta dynamic pricing: Transfer learning across experiments H Bastani, D Simchi-Levi, R Zhu Management Science 68 (3), 1865-1881, 2022 | 168 | 2022 |
| Efficient and targeted COVID-19 border testing via reinforcement learning H Bastani, K Drakopoulos, V Gupta, I Vlachogiannis, ... Nature 599 (7883), 108-113, 2021 | 161 | 2021 |
| Improving human sequential decision making with reinforcement learning H Bastani, O Bastani, WP Sinchaisri Management Science, 2025 | 106* | 2025 |
| Evidence of Upcoding in Pay-for-Performance Programs H Bastani, J Goh, M Bayati Management Science 65 (3), 1042-1060, 2019 | 94 | 2019 |
| Artificial intelligence for climate change adaptation SM Cheong, K Sankaran, H Bastani Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 12 (5 …, 2022 | 81 | 2022 |
| Learning personalized product recommendations with customer disengagement H Bastani, P Harsha, G Perakis, D Singhvi Manufacturing & Service Operations Management 24 (4), 2010-2028, 2022 | 72* | 2022 |
| Multiplex coherent anti-Stokes Raman scattering (MCARS) for chemically sensitive, label-free flow cytometry CH Camp Jr, S Yegnanarayanan, AA Eftekhar, H Sridhar, A Adibi Optics Express 17 (25), 22879-22889, 2009 | 50 | 2009 |
| Adaptive clinical trial designs with surrogates: When should we bother? A Anderer, H Bastani, J Silberholz Management science 68 (3), 1982-2002, 2022 | 46 | 2022 |
| Analysis of medicare pay-for-performance contracts H Bastani, M Bayati, M Braverman, R Gummadi, R Johari Available at SSRN 2839143, 2016 | 45 | 2016 |
| Applied machine learning in operations management H Bastani, DJ Zhang, H Zhang Innovative Technology at the Interface of Finance and Operations: Volume I …, 2021 | 43 | 2021 |
| Multitask learning and bandits via robust statistics K Xu, H Bastani Management Science, 2025 | 38* | 2025 |
| Unmasking Human Trafficking Risk in Commercial Sex Supply Chains with Machine Learning P Ramchandani, H Bastani, E Wyatt Manufacturing & Service Operations Management 27 (3), 700-719, 2025 | 36* | 2025 |
| Decision-aware learning for optimizing health supply chains TH Chung, V Rostami, H Bastani, O Bastani arXiv preprint arXiv:2211.08507, 2022 | 33 | 2022 |
| Creating optical vortex modes with a single cylinder lens H Sridhar, MG Cohen, JW Noé Complex Light and Optical Forces IV 7613, 235-244, 2010 | 21 | 2010 |
| Group-sparse matrix factorization for transfer learning of word embeddings K Xu, X Zhao, H Bastani, O Bastani International Conference on Machine Learning, 11603-11612, 2021 | 17 | 2021 |
Osbert BastaniUniversity of PennsylvaniaVerified email at seas.upenn.edu
