| 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 |
| A Ladder of Causal Distances | May 5, 2020 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| Towards explainable classifiers using the counterfactual approach -- global explanations for discovering bias in data | May 5, 2020 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior? | May 4, 2020 | counterfactualtabular-classification | CodeCode Available | 1 |
| LIMEtree: Consistent and Faithful Multi-class Explanations | May 4, 2020 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Learning Disentangled Representations for CounterFactual Regression | May 1, 2020 | counterfactualregression | —Unverified | 0 |
| Posterior sampling for multi-agent reinforcement learning: solving extensive games with imperfect information | May 1, 2020 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Lazy-CFR: fast and near-optimal regret minimization for extensive games with imperfect information | May 1, 2020 | counterfactual | —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 |
| Multi-Objective Counterfactual Explanations | Apr 23, 2020 | counterfactualDiversity | CodeCode Available | 1 |
| Counterfactual Learning of Stochastic Policies with Continuous Actions: from Models to Offline Evaluation | Apr 22, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| 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 |
| Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision | Apr 20, 2020 | counterfactualimage-classification | —Unverified | 0 |
| Causality-aware counterfactual confounding adjustment for feature representations learned by deep models | Apr 20, 2020 | counterfactualGeneral Classification | —Unverified | 0 |
| CausalVAE: Structured Causal Disentanglement in Variational Autoencoder | Apr 18, 2020 | counterfactualDisentanglement | CodeCode Available | 2 |
| Explainable Image Classification with Evidence Counterfactual | Apr 16, 2020 | Classificationcounterfactual | —Unverified | 0 |
| SCOUT: Self-aware Discriminant Counterfactual Explanations | Apr 16, 2020 | Attributecounterfactual | CodeCode Available | 1 |
| Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation | Apr 7, 2020 | counterfactualDisentanglement | —Unverified | 0 |
