counterfactual reasoning

Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019 Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering ICML 2019 Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning ICML 2019 Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search ICLR 2019 Actual Causality in a Logical Setting IJCAI 2018 Balanced Policy Evaluation and Learning NeurIPS 2018 Equality of Opportunity in Classification: A Causal Approach NeurIPS 2018 Importance Sampling for Fair Policy Selection IJCAI 2018 Optimization over Continuous and Multi-dimensional Decisions with Observational Data NeurIPS 2018 Counterfactual Data-Fusion for Online Reinforcement Learners ICML 2017 Reliable Decision Support using Counterfactual Models NeurIPS 2017 Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising JMLR 2013