On Robustness of Principal Component Regression

28 February 2019

Papers citing "On Robustness of Principal Component Regression"

10 / 10 papers shown

Title
Random features models: a way to study the success of naive imputation Alexis Ayme Claire Boyer Lpsm Aymeric Dieuleveut Erwan Scornet 30 3 0 06 Feb 2024
Errors-in-variables Fréchet Regression with Low-rank Covariate Approximation Kyunghee Han Dogyoon Song 22 0 0 16 May 2023
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions Abhineet Agarwal Anish Agarwal Suhas Vijaykumar CML 19 8 0 24 Mar 2023
Differentially Private Synthetic Control Saeyoung Rho Rachel Cummings V. Misra 16 2 0 24 Mar 2023
Near Optimal Private and Robust Linear Regression Xiyang Liu Prateek Jain Weihao Kong Sewoong Oh A. Suggala 41 9 0 30 Jan 2023
Synthetic Blip Effects: Generalizing Synthetic Controls for the Dynamic Treatment Regime Anish Agarwal Vasilis Syrgkanis CML 28 3 0 20 Oct 2022
Federated Optimization of Smooth Loss Functions Ali Jadbabaie A. Makur Devavrat Shah FedML 21 7 0 06 Jan 2022
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation Abdullah Alomar Pouya Hamadanian Arash Nasr-Esfahany Anish Agarwal MohammadIman Alizadeh Devavrat Shah CML 29 22 0 05 Jan 2022
Gradient-Based Empirical Risk Minimization using Local Polynomial Regression Ali Jadbabaie A. Makur Devavrat Shah 28 6 0 04 Nov 2020
Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis Nikolay Doudchenko Guido Imbens 36 411 0 25 Oct 2016