Counterfactual Prediction with Deep Instrumental Variables Networks

30 December 2016

Papers citing "Counterfactual Prediction with Deep Instrumental Variables Networks"

8 / 8 papers shown

Title
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies Shachi Deshpande Kaiwen Wang Dhruv Sreenivas Zheng Li Volodymyr Kuleshov CML SyDa 10 11 0 18 Mar 2022
A framework for massive scale personalized promotion Yitao Shen Yue Wang Xingyu Lu Feng Qi Jia Yan Yixiang Mu Yao Yang YiFan Peng Jinjie Gu 14 3 0 27 Aug 2021
Perturbing Inputs to Prevent Model Stealing J. Grana AAML SILM 16 5 0 12 May 2020
Monte Carlo Gradient Estimation in Machine Learning S. Mohamed Mihaela Rosca Michael Figurnov A. Mnih 32 397 0 25 Jun 2019
How to Make Causal Inferences Using Texts Naoki Egami Christian Fong Justin Grimmer Margaret E. Roberts Brandon M Stewart CML 26 137 0 06 Feb 2018
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes Ahmed Alaa M. Schaar CML 33 298 0 10 Apr 2017
Estimation and Inference on Nonlinear and Heterogeneous Effects Marc Ratkovic D. Tingley 12 11 0 16 Mar 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015