| Correcting the Triplet Selection Bias for Triplet Loss | Sep 1, 2018 | Face RecognitionFine-Grained Image Classification | CodeCode Available | 0 |
| Unknown Examples & Machine Learning Model Generalization | Aug 24, 2018 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| Learning under selective labels in the presence of expert consistency | Jul 2, 2018 | Data AugmentationDecision Making | —Unverified | 0 |
| Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design | Jul 1, 2018 | counterfactualGaussian Processes | CodeCode Available | 0 |
| Importance Weighted Generative Networks | Jun 7, 2018 | Selection bias | —Unverified | 0 |
| A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias | May 5, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Causal programming: inference with structural causal models as finding instances of a relation | May 4, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate | Apr 21, 2018 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 0 |
| Effects of sampling skewness of the importance-weighted risk estimator on model selection | Apr 19, 2018 | Model SelectionSelection bias | CodeCode Available | 0 |
| Inference on a Distribution from Noisy Draws | Mar 13, 2018 | Selection bias | —Unverified | 0 |
| Learning Optimal Policies from Observational Data | Feb 23, 2018 | Domain AdaptationSelection bias | —Unverified | 0 |
| Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal Discovery | Jan 31, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms | Dec 24, 2017 | Causal Inferencecounterfactual | —Unverified | 0 |
| Robust importance-weighted cross-validation under sample selection bias | Oct 17, 2017 | General ClassificationSelection bias | CodeCode Available | 0 |
| Causally Regularized Learning with Agnostic Data Selection Bias | Aug 22, 2017 | regressionSelection bias | —Unverified | 0 |
| Nonparametric Marginal Analysis of Recurrent Events Data under Competing Risks | Jul 6, 2017 | Selection bias | —Unverified | 0 |
| Target contrastive pessimistic risk for robust domain adaptation | Jun 25, 2017 | Domain AdaptationSelection bias | CodeCode Available | 0 |
| Deep Counterfactual Networks with Propensity-Dropout | Jun 19, 2017 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| A Comparison of Resampling and Recursive Partitioning Methods in Random Forest for Estimating the Asymptotic Variance Using the Infinitesimal Jackknife | Jun 19, 2017 | Selection biasVariable Selection | —Unverified | 0 |
| Selective Inference for Change Point Detection in Multi-dimensional Sequences | Jun 1, 2017 | Change Point DetectionSelection bias | —Unverified | 0 |
| Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes | Apr 10, 2017 | Bayesian Inferencecounterfactual | CodeCode Available | 0 |
| Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods | Jan 19, 2017 | counterfactualSelection bias | —Unverified | 0 |
| Unbiased split variable selection for random survival forests using maximally selected rank statistics | May 11, 2016 | Selection biasSurvival Prediction | —Unverified | 0 |
| Reliable Baselines for Sentiment Analysis in Resource-Limited Languages: The Serbian Movie Review Dataset | May 1, 2016 | BIG-bench Machine LearningSelection bias | —Unverified | 0 |
| Selective Inference Approach for Statistically Sound Predictive Pattern Mining | Feb 15, 2016 | Selection biasTwo-sample testing | —Unverified | 0 |
