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| Addressing Correlated Latent Exogenous Variables in Debiased Recommender Systems | Jun 9, 2025 | FairnessImputation | CodeCode Available | 0 |
| Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness | Jun 4, 2025 | FairnessSelection bias | CodeCode Available | 0 |
| Recover Experimental Data with Selection Bias using Counterfactual Logic | May 31, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints | May 28, 2025 | Conformal PredictionSelection bias | —Unverified | 0 |
| Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference | May 19, 2025 | BenchmarkingCausal Inference | —Unverified | 0 |
| Representation Learning Preserving Ignorability and Covariate Matching for Treatment Effects | Apr 29, 2025 | Representation LearningSelection bias | CodeCode Available | 0 |
| On the Value of Cross-Modal Misalignment in Multimodal Representation Learning | Apr 14, 2025 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases and Beyond | Apr 6, 2025 | Selection bias | —Unverified | 0 |
