Counterfactual Fairness M Kusner, J Loftus, C Russell, R Silva Advances in Neural Information Processing Systems (NIPS 2017) 30, 4066-4076, 2017 | 1168 | 2017 |

Learning the structure of linear latent variable models R Silva, R Scheines, C Glymour, P Spirtes Journal of Machine Learning Research 7 (Feb), 191-246, 2006 | 228 | 2006 |

When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness C Russell, MJ Kusner, J Loftus, R Silva Advances in Neural Information Processing Systems 30, 6417-6426, 2017 | 144 | 2017 |

Global determinants of navigation ability A Coutrot, R Silva, E Manley, W de Cothi, S Sami, VD Bohbot, JM Wiener, ... Current Biology 28 (17), 2861-2866. e4, 2018 | 132 | 2018 |

Causal reasoning for algorithmic fairness JR Loftus, C Russell, MJ Kusner, R Silva arXiv preprint arXiv:1805.05859, 2018 | 101 | 2018 |

Predicting traffic volumes and estimating the effects of shocks in massive transportation systems R Silva, SM Kang, EM Airoldi Proceedings of the National Academy of Sciences 112 (18), 5643-5648, 2015 | 101 | 2015 |

Probabilistic workflow mining R Silva, J Zhang, JG Shanahan Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005 | 89 | 2005 |

The hidden life of latent variables: Bayesian learning with mixed graph models R Silva, Z Ghahramani The Journal of Machine Learning Research 10, 1187-1238, 2009 | 65 | 2009 |

Bayesian semi-supervised learning with graph gaussian processes YC Ng, N Colombo, R Silva Proceedings of the 32nd International Conference on Neural Information …, 2018 | 64 | 2018 |

The Sensitivity of Counterfactual Fairness to Unmeasured Confounding N Kilbertus, PJ Ball, MJ Kusner, A Weller, R Silva Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, 2019 | 41 | 2019 |

Method and apparatus for probabilistic workflow mining J Shanahan, R Silva, J Zhang US Patent App. 11/506,844, 2007 | 41 | 2007 |

Hidden common cause relations in relational learning R Silva, W Chu, Z Ghahramani Advances in neural information processing systems 20, 2007 | 38 | 2007 |

How the weather affects the pain of citizen scientists using a smartphone app npj Digital Medicine 2 (105), 2019 | 36 | 2019 |

Making Decisions that Reduce Discriminatory Impacts M Kusner, C Russell, J Loftus, R Silva Proceedings of the 36th International Conference on Machine Learning, 3591-3600, 2019 | 35* | 2019 |

Proximal causal learning with kernels: Two-stage estimation and moment restriction A Mastouri, Y Zhu, L Gultchin, A Korba, R Silva, MJ Kusner, A Gretton, ... Proceedings of the 38th International Conference on Machine Learning, 7512-7523, 2021 | 29 | 2021 |

Alpha-beta divergence for variational inference JB Regli, R Silva arXiv preprint arXiv:1805.01045, 2018 | 29 | 2018 |

Learning measurement models for unobserved variables R Silva, R Scheines, C Glymour, PL Spirtes Proceedings of the Nineteenth conference on Uncertainty in Artificial …, 2002 | 29* | 2002 |

Observational-interventional priors for dose-response learning R Silva Proceedings of the 30th International Conference on Neural Information …, 2016 | 23 | 2016 |

Analogical reasoning with relational Bayesian sets R Silva, KA Heller, Z Ghahramani Artificial Intelligence and Statistics, 500-507, 2007 | 23 | 2007 |

Neural likelihoods via cumulative distribution functions P Chilinski, R Silva Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence …, 2020 | 21 | 2020 |