Kernel Instrumental Variable Regression

1 June 2019

Papers citing "Kernel Instrumental Variable Regression"

10 / 110 papers shown

Title
Valid Causal Inference with (Some) Invalid Instruments Jason S. Hartford Victor Veitch Dhanya Sridhar Kevin Leyton-Brown CML 6 25 0 19 Jun 2020
Minimax Estimation of Conditional Moment Models Nishanth Dikkala Greg Lewis Lester W. Mackey Vasilis Syrgkanis 14 99 0 12 Jun 2020
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning Yifan Hu Siqi Zhang Xin Chen Niao He ODL 41 55 0 25 Feb 2020
Kernel Conditional Moment Test via Maximum Moment Restriction Krikamol Muandet Wittawat Jitkrittum Jonas M. Kubler 25 22 0 21 Feb 2020
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings C. Ciliberto Lorenzo Rosasco Alessandro Rudi 18 51 0 13 Feb 2020
Dual Instrumental Variable Regression Krikamol Muandet Arash Mehrjou Si Kai Lee Anant Raj 11 16 0 27 Oct 2019
Simulator Calibration under Covariate Shift with Kernels Keiichi Kisamori Motonobu Kanagawa Keisuke Yamazaki 15 11 0 21 Sep 2018
Localized Structured Prediction C. Ciliberto Francis R. Bach Alessandro Rudi 11 28 0 06 Jun 2018
Counterfactual Mean Embeddings Krikamol Muandet Motonobu Kanagawa Sorawit Saengkyongam S. Marukatat CML OffRL 16 38 0 22 May 2018
Conditional mean embeddings as regressors - supplementary Steffen Grunewalder Guy Lever Luca Baldassarre Sam Patterson Arthur Gretton Massimiliano Pontil 85 143 0 21 May 2012