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| Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction | Apr 20, 2021 | Multi-Task LearningPrediction | —Unverified | 0 |
| TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime | Apr 19, 2021 | Selection bias | —Unverified | 0 |
| Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying Overlap | Apr 14, 2021 | Causal InferenceSelection bias | CodeCode Available | 0 |
| Multi-Source Causal Inference Using Control Variates | Mar 30, 2021 | Causal InferenceEpidemiology | —Unverified | 0 |
| Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal Inference | Feb 8, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Contrastive Learning for Recommender System | Jan 5, 2021 | Collaborative FilteringContrastive Learning | —Unverified | 0 |
| Continual Lifelong Causal Effect Inference with Real World Evidence | Jan 1, 2021 | counterfactualRepresentation Learning | —Unverified | 0 |
| Approximate Post-Selective Inference for Regression with the Group LASSO | Dec 31, 2020 | regressionSelection bias | —Unverified | 0 |
| Breaking Ties: Regression Discontinuity Design Meets Market Design | Dec 31, 2020 | Mathregression | —Unverified | 0 |
| The Impact of Corona Populism: Empirical Evidence from Austria and Theory | Dec 29, 2020 | Selection bias | —Unverified | 0 |
| Robust Collaborative Learning with Noisy Labels | Dec 26, 2020 | Learning with noisy labelsSelection bias | —Unverified | 0 |
| CAMTA: Causal Attention Model for Multi-touch Attribution | Dec 21, 2020 | Selection bias | —Unverified | 0 |
| Multi-characteristic Subject Selection from Biased Datasets | Dec 18, 2020 | Selection bias | —Unverified | 0 |
| A Single Iterative Step for Anytime Causal Discovery | Dec 14, 2020 | Causal DiscoverySelection bias | —Unverified | 0 |
| Measuring Alignment to Authoritarian State Media as Framing Bias | Dec 1, 2020 | Selection bias | CodeCode Available | 0 |
| Active Structure Learning of Causal DAGs via Directed Clique Trees | Dec 1, 2020 | Selection bias | CodeCode Available | 0 |
| Delayed Feedback Modeling for the Entire Space Conversion Rate Prediction | Nov 24, 2020 | Selection biasSurvival Analysis | —Unverified | 0 |
| Latent Adversarial Debiasing: Mitigating Collider Bias in Deep Neural Networks | Nov 19, 2020 | Selection bias | —Unverified | 0 |
| Rethinking recidivism through a causal lens | Nov 19, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Active Structure Learning of Causal DAGs via Directed Clique Tree | Nov 1, 2020 | Selection bias | CodeCode Available | 0 |
| Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets | Nov 1, 2020 | Hate Speech DetectionSelection bias | CodeCode Available | 0 |
| Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies | Oct 3, 2020 | Distributed OptimizationFederated Learning | —Unverified | 0 |
| Learning Classifiers under Delayed Feedback with a Time Window Assumption | Sep 28, 2020 | Selection bias | —Unverified | 0 |
| Matching in Selective and Balanced Representation Space for Treatment Effects Estimation | Sep 15, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |