CETransformer: Casual Effect Estimation via Transformer Based
Representation Learning

CETransformer: Casual Effect Estimation via Transformer Based Representation Learning

19 July 2021

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Papers citing "CETransformer: Casual Effect Estimation via Transformer Based Representation Learning"

12 / 12 papers shown

Title
Every Model Learned by Gradient Descent Is Approximately a Kernel Machine Pedro M. Domingos MLT 87 73 0 30 Nov 2020
The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis Xuan Yin Liangjie Hong CML 55 15 0 24 Jun 2019
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves Patrick Schwab Lorenz Linhardt Stefan Bauer J. M. Buhmann W. Karlen CML OOD 89 135 0 03 Feb 2019
Overlap in Observational Studies with High-Dimensional Covariates Alexander DÁmour Peng Ding Avi Feller Lihua Lei Jasjeet Sekhon 161 194 0 07 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 811 132,725 0 12 Jun 2017
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes Ahmed Alaa M. Schaar CML 180 304 0 10 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 227 9,568 0 31 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 187 4,829 0 26 Jan 2017
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 488 9,076 0 10 Jun 2016
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 306 730 0 12 May 2016
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 395 2,496 0 14 Oct 2015
BART: Bayesian additive regression trees H. Chipman E. George R. McCulloch 165 1,798 0 19 Jun 2008