| Principal Fairness for Human and Algorithmic Decision-Making | May 21, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Yseop at SemEval-2020 Task 5: Cascaded BERT Language Model for Counterfactual Statement Analysis | May 18, 2020 | counterfactualGeneral Classification | —Unverified | 0 |
| Policy-Aware Unbiased Learning to Rank for Top-k Rankings | May 18, 2020 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes | May 13, 2020 | counterfactualGaussian Processes | CodeCode Available | 0 |
| Counterfactual Propagation for Semi-Supervised Individual Treatment Effect Estimation | May 11, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Learning Robust Models for e-Commerce Product Search | May 7, 2020 | counterfactual | —Unverified | 0 |
| LIMEtree: Consistent and Faithful Multi-class Explanations | May 4, 2020 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Lazy-CFR: fast and near-optimal regret minimization for extensive games with imperfect information | May 1, 2020 | counterfactual | —Unverified | 0 |
| Posterior sampling for multi-agent reinforcement learning: solving extensive games with imperfect information | May 1, 2020 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning Disentangled Representations for CounterFactual Regression | May 1, 2020 | counterfactualregression | —Unverified | 0 |
| Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave? | Apr 30, 2020 | counterfactual | —Unverified | 0 |
| Counterfactual Off-Policy Training for Neural Response Generation | Apr 29, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| An ASP-Based Approach to Counterfactual Explanations for Classification | Apr 28, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models | Apr 27, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Baseline Estimation of Commercial Building HVAC Fan Power Using Tensor Completion | Apr 24, 2020 | counterfactual | —Unverified | 0 |
| Heterogeneous Causal Learning for Effectiveness Optimization in User Marketing | Apr 21, 2020 | counterfactualMarketing | —Unverified | 0 |
| Learning Continuous Treatment Policy and Bipartite Embeddings for Matching with Heterogeneous Causal Effects | Apr 21, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Causality-aware counterfactual confounding adjustment for feature representations learned by deep models | Apr 20, 2020 | counterfactualGeneral Classification | —Unverified | 0 |
| Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision | Apr 20, 2020 | counterfactualimage-classification | —Unverified | 0 |
| Explainable Image Classification with Evidence Counterfactual | Apr 16, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation | Apr 7, 2020 | counterfactualDisentanglement | —Unverified | 0 |
| Detecting and Understanding Generalization Barriers for Neural Machine Translation | Apr 5, 2020 | counterfactualMachine Translation | —Unverified | 0 |
| Measuring Social Biases of Crowd Workers using Counterfactual Queries | Apr 4, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis | Apr 3, 2020 | counterfactualDiagnostic | —Unverified | 0 |
| Identification Methods With Arbitrary Interventional Distributions as Inputs | Apr 2, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |