Spremljaj
Hamsa Bastani
Hamsa Bastani
Associate Professor of Operations Information and Decisions, Wharton School
Preverjeni e-poštni naslov na wharton.upenn.edu - Domača stran
Naslov
Navedeno
Navedeno
Leto
Online decision-making with high-dimensional covariates
H Bastani, M Bayati
Operations Research 68 (1), 276-294, 2020
5722020
Interpreting blackbox models via model extraction
O Bastani, C Kim, H Bastani
arXiv preprint arXiv:1705.08504, 2017
359*2017
Mostly exploration-free algorithms for contextual bandits
H Bastani, M Bayati, K Khosravi
Management Science 67 (3), 1329-1349, 2021
206*2021
Meta dynamic pricing: Transfer learning across experiments
H Bastani, D Simchi-Levi, R Zhu
Management Science 68 (3), 1865-1881, 2022
1102022
Predicting with Proxies: Transfer Learning in High Dimension
H Bastani
Management Science, 2020
962020
Efficient and targeted COVID-19 border testing via reinforcement learning
H Bastani, K Drakopoulos, V Gupta, I Vlachogiannis, ...
Nature 599 (7883), 108-113, 2021
942021
Evidence of Upcoding in Pay-for-Performance Programs
H Bastani, J Goh, M Bayati
Management Science 65 (3), 1042-1060, 2019
762019
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
482009
Learning personalized product recommendations with customer disengagement
H Bastani, P Harsha, G Perakis, D Singhvi
Manufacturing & Service Operations Management 24 (4), 2010-2028, 2022
42*2022
Improving human decision-making with machine learning
H Bastani, O Bastani, WP Sinchaisri
arXiv preprint arXiv:2108.08454, 2021
39*2021
Analysis of medicare pay-for-performance contracts
H Bastani, M Bayati, M Braverman, R Gummadi, R Johari
Available at SSRN 2839143, 2016
322016
Interpreting Predictive Models for Human-in-the-Loop Analytics
H Bastani, O Bastani, C Kim
Available at https://hamsabastani.github.io/interp.pdf, 2017
282017
Adaptive clinical trial designs with surrogates: When should we bother?
A Anderer, H Bastani, J Silberholz
Management Science 68 (3), 1982-2002, 2022
262022
Applied machine learning in operations management
H Bastani, DJ Zhang, H Zhang
Innovative Technology at the Interface of Finance and Operations: Volume I …, 2022
222022
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
202010
Unmasking human trafficking risk in commercial sex supply chains with machine learning
P Ramchandani, H Bastani, E Wyatt
Available at SSRN 3866259, 2021
192021
Artificial intelligence for climate change adaptation
SM Cheong, K Sankaran, H Bastani
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 12 (5 …, 2022
162022
Learning across bandits in high dimension via robust statistics
K Xu, H Bastani
arXiv preprint arXiv:2112.14233, 2021
142021
Safely bridging offline and online reinforcement learning
W Xu, K Xu, H Bastani, O Bastani
arXiv preprint arXiv:2110.13060, 2021
102021
Responsible sourcing: the first step is the hardest
P Ramchandani, H Bastani, K Moon
Available at SSRN 3656497, 2020
92020
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