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Dennis Shen
Dennis Shen
Assistant Professor at USC Data Sciences and Operations
在 marshall.usc.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Robust synthetic control
M Amjad, D Shah, D Shen
Journal of Machine Learning Research 19 (22), 1-51, 2018
1812018
On robustness of principal component regression
A Agarwal, D Shah, D Shen, D Song
Journal of the American Statistical Association, 1-34, 2021
972021
Model agnostic time series analysis via matrix estimation
A Agarwal, MJ Amjad, D Shah, D Shen
Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (3 …, 2018
63*2018
Synthetic interventions
A Agarwal, D Shah, D Shen
arXiv preprint arXiv:2006.07691, 2020
552020
mrsc: Multi-dimensional robust synthetic control
M Amjad, V Misra, D Shah, D Shen
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (2 …, 2019
482019
Causal matrix completion
A Agarwal, M Dahleh, D Shah, D Shen
The thirty sixth annual conference on learning theory, 3821-3826, 2023
392023
Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave?
A Agarwal, A Alomar, A Sarker, D Shah, D Shen, C Yang
arXiv preprint arXiv:2005.00072, 2020
252020
Causal imputation via synthetic interventions
C Squires, D Shen, A Agarwal, D Shah, C Uhler
Conference on Causal Learning and Reasoning, 688-711, 2022
222022
Adaptive control of COVID-19 outbreaks in India: Local, gradual, and trigger-based exit paths from lockdown
A Malani, S Soman, S Asher, P Novosad, C Imbert, V Tandel, A Agarwal, ...
National Bureau of Economic Research, 2020
222020
On Model Identification and Out-of-Sample Prediction of Principal Component Regression: Applications to Synthetic Controls
A Agarwal, D Shah, D Shen
arXiv preprint arXiv:2010.14449, 2022
18*2022
Persim: Data-efficient offline reinforcement learning with heterogeneous agents via personalized simulators
A Agarwal, A Alomar, V Alumootil, D Shah, D Shen, Z Xu, C Yang
Advances in Neural Information Processing Systems 34, 18564-18576, 2021
172021
Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data
D Shen, P Ding, J Sekhon, B Yu
Econometrica 91 (6), 2023
11*2023
Public health implications of opening National Football League stadiums during the COVID-19 pandemic
B García Bulle, D Shen, D Shah, AE Hosoi
Proceedings of the National Academy of Sciences 119 (14), e2114226119, 2022
72022
Personalized Predictions from Population Level Experiments: A Study on Alzheimer's Disease
D Shen, A Agarwal, V Misra, B Schelter, D Shah, H Shiells, C Wischik
arXiv preprint arXiv:2405.20088, 2024
12024
Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator
D Shen, D Song, P Ding, JS Sekhon
arXiv preprint arXiv:2309.15769, 2023
12023
Model agnostic time series analysis via matrix estimation
DD Shah, A Agarwal, M Amjad, D Shen
US Patent 11,775,608, 2023
2023
Systems and methods for synthetic interventions
D Shen, DD Shah, A Agarwal
US Patent App. 17/658,712, 2022
2022
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