| Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning | Oct 16, 2019 | Multi-Task LearningRecommendation Systems | —Unverified | 0 |
| Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction | Oct 15, 2019 | Click-Through Rate PredictionMulti-Task Learning | —Unverified | 0 |
| More Powerful Selective Kernel Tests for Feature Selection | Oct 14, 2019 | feature selectionSelection bias | CodeCode Available | 0 |
| Co-Mining: Deep Face Recognition With Noisy Labels | Oct 1, 2019 | Face RecognitionSelection bias | —Unverified | 0 |
| Debiased Bayesian inference for average treatment effects | Sep 26, 2019 | Bayesian InferenceCausal Inference | CodeCode Available | 0 |
| Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback | Sep 8, 2019 | Domain AdaptationMeta-Learning | CodeCode Available | 0 |
| AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks | Jul 24, 2019 | Deep AttentionDeep Reinforcement Learning | —Unverified | 0 |
| To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions | Jul 15, 2019 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| Adjustment Criteria for Recovering Causal Effects from Missing Data | Jul 2, 2019 | Causal InferenceSelection bias | —Unverified | 0 |
| Statistical Learning from Biased Training Samples | Jun 28, 2019 | Selection bias | —Unverified | 0 |
| A Debiased MDI Feature Importance Measure for Random Forests | Jun 26, 2019 | Feature Importancefeature selection | CodeCode Available | 0 |
| Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation | Jun 4, 2019 | Causal DiscoverySelection bias | CodeCode Available | 0 |
| Pre-training of Graph Augmented Transformers for Medication Recommendation | Jun 2, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Are sample means in multi-armed bandits positively or negatively biased? | May 27, 2019 | Multi-Armed BanditsSelection bias | —Unverified | 0 |
| Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets | May 15, 2019 | Selection biasSentence | CodeCode Available | 0 |
| Learning from Positive and Unlabeled Data with a Selection Bias | May 1, 2019 | Selection bias | —Unverified | 0 |
| Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data | Apr 30, 2019 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction | Mar 19, 2019 | counterfactualMatrix Completion | CodeCode Available | 0 |
| Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach | Feb 4, 2019 | Causal IdentificationCausal Inference | —Unverified | 0 |
| On the bias, risk and consistency of sample means in multi-armed bandits | Feb 2, 2019 | Multi-Armed BanditsSelection bias | —Unverified | 0 |
| Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias | Jan 2, 2019 | Selection bias | —Unverified | 0 |
| Selection and the Distribution of Female Hourly Wages in the U.S | Dec 21, 2018 | Selection bias | —Unverified | 0 |
| Uniform Convergence Bounds for Codec Selection | Dec 18, 2018 | Selection bias | —Unverified | 0 |
| Representation Learning for Treatment Effect Estimation from Observational Data | Dec 1, 2018 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| A Simple Way to Deal with Cherry-picking | Oct 11, 2018 | Selection biasTwo-sample testing | —Unverified | 0 |
