| Data science is science's second chance to get causal inference right: A classification of data science tasks | Apr 28, 2018 | Causal Inferencecounterfactual | —Unverified | 0 |
| Synthetic Control Methods and Big Data | Feb 28, 2018 | counterfactualTime Series | —Unverified | 0 |
| Path-Specific Counterfactual Fairness | Feb 22, 2018 | Attributecounterfactual | —Unverified | 0 |
| Offline A/B testing for Recommender Systems | Jan 22, 2018 | counterfactualProduct Recommendation | —Unverified | 0 |
| Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data | Jan 22, 2018 | counterfactualVariational Inference | —Unverified | 0 |
| Counterfactual equivalence for POMDPs, and underlying deterministic environments | Jan 11, 2018 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Revealed Price Preference: Theory and Empirical Analysis | Jan 8, 2018 | counterfactualRelation | CodeCode Available | 0 |
| GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets | Jan 1, 2018 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Counterfactual Image Networks | Jan 1, 2018 | counterfactualObject | —Unverified | 0 |
| Neuron as an Agent | Jan 1, 2018 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Variance Regularized Counterfactual Risk Minimization via Variational Divergence Minimization | Jan 1, 2018 | counterfactual | CodeCode Available | 0 |
| Deep Learning with Logged Bandit Feedback | Jan 1, 2018 | counterfactualDeep Learning | —Unverified | 0 |
| An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls | Dec 25, 2017 | Causal InferenceConformal Prediction | CodeCode Available | 0 |
| Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms | Dec 24, 2017 | Causal Inferencecounterfactual | —Unverified | 0 |
| RNN-based counterfactual prediction, with an application to homestead policy and public schooling | Dec 10, 2017 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Matching on Balanced Nonlinear Representations for Treatment Effects Estimation | Dec 1, 2017 | counterfactualDomain Adaptation | —Unverified | 0 |
| When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness | Dec 1, 2017 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Counterfactual Learning for Machine Translation: Degeneracies and Solutions | Nov 23, 2017 | counterfactualMachine Translation | —Unverified | 0 |
| Robust Synthetic Control | Nov 18, 2017 | counterfactual | CodeCode Available | 0 |
| Good and safe uses of AI Oracles | Nov 15, 2017 | counterfactual | —Unverified | 0 |
| Regret Minimization in Behaviorally-Constrained Zero-Sum Games | Nov 9, 2017 | counterfactual | —Unverified | 0 |
| SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements | Nov 9, 2017 | counterfactual | CodeCode Available | 0 |
| Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR | Nov 1, 2017 | counterfactualDecision Making | CodeCode Available | 2 |
| Regret Minimization for Partially Observable Deep Reinforcement Learning | Oct 31, 2017 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Counterfactual Conditionals in Quantified Modal Logic | Oct 11, 2017 | counterfactual | —Unverified | 0 |
