| Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias | Nov 7, 2021 | Causal DiscoverySelection bias | —Unverified | 0 |
| Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias | Oct 22, 2021 | Selection bias | CodeCode Available | 0 |
| Fair Regression under Sample Selection Bias | Oct 8, 2021 | AttributeFairness | —Unverified | 0 |
| Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development | Oct 6, 2021 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| SurvTRACE: Transformers for Survival Analysis with Competing Events | Oct 2, 2021 | Multi-Task LearningSelection bias | CodeCode Available | 1 |
| SAM: A Self-adaptive Attention Module for Context-Aware Recommendation System | Oct 1, 2021 | Recommendation SystemsRepresentation Learning | —Unverified | 0 |
| Delve into the Performance Degradation of Differentiable Architecture Search | Sep 28, 2021 | Bilevel OptimizationSelection bias | —Unverified | 0 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| Correcting the User Feedback-Loop Bias for Recommendation Systems | Sep 13, 2021 | Recommendation SystemsSelection bias | —Unverified | 0 |
| Uncovering Main Causalities for Long-tailed Information Extraction | Sep 11, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
