Online decision-making with high-dimensional covariates H Bastani, M Bayati Operations Research 68 (1), 276-294, 2020 | 581 | 2020 |
Interpreting blackbox models via model extraction O Bastani, C Kim, H Bastani arXiv preprint arXiv:1705.08504, 2017 | 372* | 2017 |
Mostly exploration-free algorithms for contextual bandits H Bastani, M Bayati, K Khosravi Management Science 67 (3), 1329-1349, 2021 | 215* | 2021 |
Meta dynamic pricing: Transfer learning across experiments H Bastani, D Simchi-Levi, R Zhu Management Science 68 (3), 1865-1881, 2022 | 121 | 2022 |
Predicting with Proxies: Transfer Learning in High Dimension H Bastani Management Science, 2020 | 114 | 2020 |
Efficient and targeted COVID-19 border testing via reinforcement learning H Bastani, K Drakopoulos, V Gupta, I Vlachogiannis, ... Nature 599 (7883), 108-113, 2021 | 104 | 2021 |
Evidence of Upcoding in Pay-for-Performance Programs H Bastani, J Goh, M Bayati Management Science 65 (3), 1042-1060, 2019 | 79 | 2019 |
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 | 49 | 2009 |
Learning personalized product recommendations with customer disengagement H Bastani, P Harsha, G Perakis, D Singhvi Manufacturing & Service Operations Management 24 (4), 2010-2028, 2022 | 45* | 2022 |
Improving human decision-making with machine learning H Bastani, O Bastani, WP Sinchaisri arXiv preprint arXiv:2108.08454 5, 2021 | 45* | 2021 |
Analysis of medicare pay-for-performance contracts H Bastani, M Bayati, M Braverman, R Gummadi, R Johari Available at SSRN 2839143, 2016 | 33 | 2016 |
Interpreting Predictive Models for Human-in-the-Loop Analytics H Bastani, O Bastani, C Kim Available at https://hamsabastani.github.io/interp.pdf, 2017 | 31 | 2017 |
Adaptive clinical trial designs with surrogates: When should we bother? A Anderer, H Bastani, J Silberholz Management science 68 (3), 1982-2002, 2022 | 30 | 2022 |
Unmasking human trafficking risk in commercial sex supply chains with machine learning P Ramchandani, H Bastani, E Wyatt Available at SSRN 3866259, 2021 | 25 | 2021 |
Applied machine learning in operations management H Bastani, DJ Zhang, H Zhang Innovative Technology at the Interface of Finance and Operations: Volume I …, 2022 | 24 | 2022 |
Artificial intelligence for climate change adaptation SM Cheong, K Sankaran, H Bastani Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 12 (5 …, 2022 | 23 | 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 | 20 | 2010 |
Learning across bandits in high dimension via robust statistics K Xu, H Bastani arXiv preprint arXiv:2112.14233 52 (7), 2021 | 14 | 2021 |
Responsible sourcing: the first step is the hardest P Ramchandani, H Bastani, K Moon Available at SSRN 3656497, 2020 | 13 | 2020 |
Decision-aware learning for optimizing health supply chains TH Chung, V Rostami, H Bastani, O Bastani arXiv preprint arXiv:2211.08507, 2022 | 12 | 2022 |