Active Learning for Decision-Making from Imbalanced Observational Data

10 April 2019

Papers citing "Active Learning for Decision-Making from Imbalanced Observational Data"

7 / 7 papers shown

Title
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Hechuan Wen Tong Chen Mingming Gong Li Kheng Chai S. Sadiq Hongzhi Yin CML 64 0 0 08 May 2025
Prediction-Oriented Bayesian Active Learning Freddie Bickford-Smith Andreas Kirsch Sebastian Farquhar Y. Gal Adam Foster Tom Rainforth 44 29 0 17 Apr 2023
Multiple Instance Neural Networks Based on Sparse Attention for Cancer Detection using T-cell Receptor Sequences Younghoon Kim Tao Wang Danyi Xiong Xinlei Wang S. Park 29 9 0 09 Aug 2022
Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation Hongzhen Tian R. Cohen Chuck Zhang Yajun Mei 27 1 0 13 Jan 2022
A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves Yanbo Xu Yanxun Xu Suchi Saria CML 64 40 0 18 Aug 2016
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 232 722 0 12 May 2016
Near Optimal Bayesian Active Learning for Decision Making Shervin Javdani Yuxin Chen Amin Karbasi Andreas Krause J. Andrew Bagnell S. Srinivasa 172 57 0 24 Feb 2014