Dennis Shen

Model Agnostic Time Series Analysis via Matrix Estimation

Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah et al. · 2019 · 26 citations · Full text

Statistical Signal Processing, Parameter Estimation, Engineering +12

On Robustness of Principal Component Regression

Anish Agarwal, Devavrat Shah, Dennis Shen et al. · arXiv (Cornell University) · 2019 · 21 citations · Full text

Latent Modeling, Engineering, High-dimensional Method +11

Model Agnostic Time Series Analysis via Matrix Estimation

Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah et al. · Proceedings of the ACM on Measurement and Analysis of Computing Systems · 2018 · 18 citations

Statistical Signal Processing, Parameter Estimation, Engineering +12

Causal Matrix Completion

Anish Agarwal, Munther A. Dahleh, Devavrat Shah et al. · arXiv (Cornell University) · 2021 · 10 citations · Full text

Formal Causal Model, Engineering, Machine Learning +16

Same Root Different Leaves: Time Series and Cross‐Sectional Methods in Panel Data

Dennis Shen, Peng Ding, Jasjeet S. Sekhon et al. · Econometrica · 2023 · 10 citations · Full text