COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised
Learning

COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning

1 November 2023

Sercan Ö. Arik

Yan Liu

Tomas Pfister

Papers citing "COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning"

4 / 4 papers shown

Title
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders Defu Cao James Enouen Yujing Wang Xiangchen Song Chuizheng Meng Hao Niu Yan Liu CML 30 21 0 04 Mar 2023
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting Gerald Woo Chenghao Liu Doyen Sahoo Akshat Kumar Steven C. H. Hoi AI4TS 111 394 0 03 Feb 2022
A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves Yanbo Xu Yanxun Xu S. Saria CML 56 40 0 18 Aug 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 165 9,327 0 28 May 2015