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Hamsa Bastani
Hamsa Bastani
Assistant Professor of Operations Information and Decisions, Wharton School
Verified email at wharton.upenn.edu - Homepage
Title
Cited by
Cited by
Year
Zero-shot learning through cross-modal transfer
R Socher, M Ganjoo, H Sridhar, O Bastani, CD Manning, A Ng
arXiv preprint arXiv:1301.3666, 2013
14182013
Online decision-making with high-dimensional covariates
H Bastani, M Bayati
Operations Research 68 (1), 276-294, 2020
2712020
Interpreting blackbox models via model extraction
O Bastani, C Kim, H Bastani
arXiv preprint arXiv:1705.08504, 2017
241*2017
Mostly exploration-free algorithms for contextual bandits
H Bastani, M Bayati, K Khosravi
Management Science 67 (3), 1329-1349, 2021
142*2021
Evidence of Upcoding in Pay-for-Performance Programs
H Bastani, J Goh, M Bayati
Management Science 65 (3), 1042-1060, 2019
602019
Meta dynamic pricing: Transfer learning across experiments
H Bastani, D Simchi-Levi, R Zhu
Management Science 68 (3), 1865-1881, 2022
492022
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
462009
Predicting with Proxies: Transfer Learning in High Dimension
H Bastani
Management Science, 2020
352020
Efficient and targeted COVID-19 border testing via reinforcement learning
H Bastani, K Drakopoulos, V Gupta, I Vlachogiannis, C Hadjicristodoulou, ...
Nature 599 (7883), 108-113, 2021
27*2021
Learning personalized product recommendations with customer disengagement
H Bastani, P Harsha, G Perakis, D Singhvi
Manufacturing & Service Operations Management, 2021
22*2021
Adaptive clinical trial designs with surrogates: When should we bother?
A Anderer, H Bastani, J Silberholz
Management Science 68 (3), 1982-2002, 2022
202022
Interpreting Predictive Models for Human-in-the-Loop Analytics
H Bastani, O Bastani, C Kim
Available at https://hamsabastani.github.io/interp.pdf, 2017
202017
Analysis of medicare pay-for-performance contracts
H Bastani, M Bayati, M Braverman, R Gummadi, R Johari
Available at SSRN 2839143, 2016
202016
Creating optical vortex modes with a single cylinder lens
H Sridhar, MG Cohen, JW No
Complex Light and Optical Forces IV 7613, 235-244, 2010
192010
Improving human decision-making with machine learning
H Bastani, O Bastani, WP Sinchaisri
arXiv preprint arXiv:2108.08454, 2021
10*2021
Applied machine learning in operations management
H Bastani, DJ Zhang, H Zhang
Innovative Technology at the Interface of Finance and Operations, 189-222, 2022
92022
Responsible sourcing: the first step is the hardest
P Ramchandani, H Bastani, K Moon
Available at SSRN 3656497, 2020
62020
Exploring the causal relationships between initial opioid prescriptions and outcomes
J Zhang, VS Iyengar, D Wei, B Vinzamuri, H Bastani, AR Macalalad, ...
AMIA Workshop Data Min. Med. Informat. Washington, DC, USA, 2017
62017
Unmasking human trafficking risk in commercial sex supply chains with machine learning
P Ramchandani, H Bastani, E Wyatt
Available at SSRN 3866259, 2021
42021
Are Bans Effective under Limited Monitoring? Evidence from High Seas Management
H Bastani, JF de Zegher
Available at SSRN 3312963, 2019
4*2019
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