Hogwild: A lock-free approach to parallelizing stochastic gradient descent B Recht, C Re, S Wright, F Niu Advances in neural information processing systems, 693-701, 2011 | 1851 | 2011 |

Tuffy: Scaling up statistical inference in markov logic networks using an rdbms F Niu, C Ré, AH Doan, J Shavlik arXiv preprint arXiv:1104.3216, 2011 | 300 | 2011 |

Why'nearshore'means that distance matters E Carmel, P Abbott Communications of the ACM 50 (10), 40-46, 2007 | 242* | 2007 |

DeepDive: Web-scale Knowledge-base Construction using Statistical Learning and Inference. F Niu, C Zhang, C Ré, JW Shavlik VLDS 12, 25-28, 2012 | 198 | 2012 |

Brainwash: A Data System for Feature Engineering. MR Anderson, D Antenucci, V Bittorf, M Burgess, MJ Cafarella, A Kumar, ... Cidr, 2013 | 123 | 2013 |

Elementary: Large-scale knowledge-base construction via machine learning and statistical inference F Niu, C Zhang, C Ré, J Shavlik International Journal on Semantic Web and Information Systems (IJSWIS) 8 (3 …, 2012 | 102 | 2012 |

Building an entity-centric stream filtering test collection for TREC 2012 JR Frank, M Kleiman-Weiner, DA Roberts, F Niu, C Zhang, C Ré, ... MASSACHUSETTS INST OF TECH CAMBRIDGE, 2012 | 97 | 2012 |

Hazy: making it easier to build and maintain big-data analytics A Kumar, F Niu, C Ré Communications of the ACM 56 (3), 40-49, 2013 | 96 | 2013 |

Big data versus the crowd: Looking for relationships in all the right places C Zhang, F Niu, C Ré, J Shavlik Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012 | 43 | 2012 |

Extracting databases from dark data with deepdive C Zhang, J Shin, C Ré, M Cafarella, F Niu Proceedings of the 2016 International Conference on Management of Data, 847-859, 2016 | 35 | 2016 |

The price of anarchy in bertrand games S Chawla, F Niu Proceedings of the 10th ACM conference on Electronic commerce, 305-314, 2009 | 22 | 2009 |

Scaling inference for Markov logic via dual decomposition F Niu, C Zhang, C Ré, J Shavlik 2012 IEEE 12th International Conference on Data Mining, 1032-1037, 2012 | 21 | 2012 |

Felix: Scaling inference for markov logic with an operator-based approach F Niu, C Zhang, C Ré, J Shavlik ArXiv e-prints, 2011 | 17 | 2011 |

RouteBazaar: An Economic Framework for Flexible Routing H Esquivel, C Muthukrishnan, F Niu, S Chawla, A Akella University of Wisconsin-Madison Department of Computer Sciences, 2009 | 9 | 2009 |

Bertrand competition in networks S Chawla, F Niu, T Roughgarden ACM SIGecom Exchanges 8 (1), 1-4, 2009 | 7 | 2009 |

Hogwild F Niu, B Recht, C Re, SJ Wright A Lock-Free Approach to Parallelizing Stochastic Gradient Descent. ArXiv e …, 2012 | 5 | 2012 |

Web-scale knowledge-base construction via statistical inference and learning F Niu UNIVERSITY OF WISCONSIN–MADISON, 1912 | 5 | 1912 |

Overton: A Data System for Monitoring and Improving Machine-Learned Products C Ré, F Niu, P Gudipati, C Srisuwananukorn arXiv preprint arXiv:1909.05372, 2019 | 3 | 2019 |

Scaling inference for markov logic with a task-decomposition approach F Niu, C Zhang, C Ré, J Shavlik arXiv preprint arXiv:1108.0294, 2011 | 2 | 2011 |

User manual of tuffy 0.3 AH Doan, F Niu, C Ré, J Shavlik, C Zhang Tech. rep., University of Wisconsin-Madison, 2011 | 2 | 2011 |