| Learning From Missing Data Using Selection Bias in Movie Recommendation | Sep 30, 2015 | Collaborative FilteringMovie Recommendation | —Unverified | 0 |
| Distinguishing cause from effect using observational data: methods and benchmarks | Dec 11, 2014 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| A Likelihood Ratio Framework for High Dimensional Semiparametric Regression | Dec 6, 2014 | regressionSelection bias | —Unverified | 0 |
| Robust Classification Under Sample Selection Bias | Dec 1, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| PLUTO: Penalized Unbiased Logistic Regression Trees | Nov 25, 2014 | regressionSelection bias | —Unverified | 0 |
| Proof Supplement - Learning Sparse Causal Models is not NP-hard (UAI2013) | Nov 6, 2014 | Model DiscoverySelection bias | —Unverified | 0 |
| Selection Bias, Label Bias, and Bias in Ground Truth | Aug 1, 2014 | Dependency ParsingDomain Adaptation | —Unverified | 0 |
| Selection Bias Correction and Effect Size Estimation under Dependence | May 16, 2014 | Selection bias | —Unverified | 0 |
| Every LWF and AMP chain graph originates from a set of causal models | Dec 10, 2013 | Selection bias | —Unverified | 0 |
| Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising | Dec 1, 2013 | Selection bias | —Unverified | 0 |
| On Estimating Many Means, Selection Bias, and the Bootstrap | Nov 15, 2013 | Selection bias | —Unverified | 0 |
| Learning Sparse Causal Models is not NP-hard | Sep 26, 2013 | Causal DiscoveryModel Discovery | —Unverified | 0 |
| Error AMP Chain Graphs | Jun 28, 2013 | Selection bias | —Unverified | 0 |
| Marginal AMP Chain Graphs | May 3, 2013 | Selection bias | —Unverified | 0 |
| Towards Ultrahigh Dimensional Feature Selection for Big Data | Sep 24, 2012 | feature selectionSelection bias | —Unverified | 0 |
