Enhancing Counterfactual Classification via Self-Training

Enhancing Counterfactual Classification via Self-Training

8 December 2021

Papers citing "Enhancing Counterfactual Classification via Self-Training"

11 / 11 papers shown

Title
Confounding-Robust Policy Improvement with Human-AI Teams Ruijiang Gao Mingzhang Yin 24 3 0 13 Oct 2023
Multi-Action Dialog Policy Learning from Logged User Feedback Shuo Zhang Junzhou Zhao Pinghui Wang Tianxiang Wang Zi Liang Jing Tao Y. Huang Junlan Feng OffRL 22 0 0 27 Feb 2023
Learning Complementary Policies for Human-AI Teams Ruijiang Gao M. Saar-Tsechansky Maria De-Arteaga Ligong Han Wei-Ju Sun Min Kyung Lee Matthew Lease 17 8 0 06 Feb 2023
Semi-supervised Batch Learning From Logged Data Gholamali Aminian Armin Behnamnia R. Vega Laura Toni Chengchun Shi Hamid R. Rabiee Omar Rivasplata Miguel R. D. Rodrigues OffRL 21 0 0 15 Sep 2022
Probabilistic Conformal Prediction Using Conditional Random Samples Zhendong Wang Ruijiang Gao Mingzhang Yin Mingyuan Zhou David M. Blei TPM 34 22 0 14 Jun 2022
Loss Functions for Discrete Contextual Pricing with Observational Data Max Biggs Ruijiang Gao Wei-Ju Sun 25 10 0 18 Nov 2021
Human-AI Collaboration with Bandit Feedback Ruijiang Gao M. Saar-Tsechansky Maria De-Arteaga Ligong Han Min Kyung Lee Matthew Lease 40 49 0 22 May 2021
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve Kevin Duarte Y. S. Rawat M. Shah 206 506 0 15 Jan 2021
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 216 787 0 26 Aug 2019
A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves Yanbo Xu Yanxun Xu S. Saria CML 51 40 0 18 Aug 2016
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 210 718 0 12 May 2016