Axiomatic attribution for deep networks M Sundararajan, A Taly, Q Yan International conference on machine learning, 3319-3328, 2017 | 5871 | 2017 |

Universally utility-maximizing privacy mechanisms A Ghosh, T Roughgarden, M Sundararajan Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009 | 664 | 2009 |

The many Shapley values for model explanation M Sundararajan, A Najmi International conference on machine learning, 9269-9278, 2020 | 627 | 2020 |

Optimal marketing strategies over social networks J Hartline, V Mirrokni, M Sundararajan Proceedings of the 17th international conference on World Wide Web, 189-198, 2008 | 492 | 2008 |

Estimating training data influence by tracing gradient descent G Pruthi, F Liu, S Kale, M Sundararajan Advances in Neural Information Processing Systems 33, 19920-19930, 2020 | 254 | 2020 |

Did the model understand the question? PK Mudrakarta, A Taly, M Sundararajan, K Dhamdhere arXiv preprint arXiv:1805.05492, 2018 | 205 | 2018 |

A modular correctness proof of IEEE 802.11 i and TLS C He, M Sundararajan, A Datta, A Derek, JC Mitchell Proceedings of the 12th ACM conference on Computer and communications …, 2005 | 185 | 2005 |

Mean field equilibria of dynamic auctions with learning K Iyer, R Johari, M Sundararajan Management Science 60 (12), 2949-2970, 2014 | 148 | 2014 |

How important is a neuron? K Dhamdhere, M Sundararajan, Q Yan arXiv preprint arXiv:1805.12233, 2018 | 139 | 2018 |

Gradients of counterfactuals M Sundararajan, A Taly, Q Yan arXiv preprint arXiv:1611.02639, 2016 | 125 | 2016 |

Analyza: Exploring data with conversation K Dhamdhere, KS McCurley, R Nahmias, M Sundararajan, Q Yan Proceedings of the 22nd International Conference on Intelligent User …, 2017 | 102 | 2017 |

Universally optimal privacy mechanisms for minimax agents M Gupte, M Sundararajan Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on …, 2010 | 100 | 2010 |

The shapley taylor interaction index M Sundararajan, K Dhamdhere, A Agarwal International conference on machine learning, 9259-9268, 2020 | 95 | 2020 |

Beyond moulin mechanisms A Mehta, T Roughgarden, M Sundararajan Proceedings of the 8th ACM Conference on Electronic Commerce, 1-10, 2007 | 92 | 2007 |

Revenue submodularity S Dughmi, T Roughgarden, M Sundararajan Proceedings of the 10th ACM conference on Electronic commerce, 243-252, 2009 | 86 | 2009 |

Social marketing V MirrokniBanadaki, JD Hartline, M Sundararajan US Patent App. 12/136,070, 2009 | 77 | 2009 |

On characterizations of truthful mechanisms for combinatorial auctions and scheduling S Dobzinski, M Sundararajan Proceedings of the 9th ACM conference on Electronic commerce, 38-47, 2008 | 66 | 2008 |

Attribution in scale and space S Xu, S Venugopalan, M Sundararajan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 65 | 2020 |

Mean field equilibria of dynamic auctions with learning K Iyer, R Johari, M Sundararajan ACM SIGecom Exchanges 10 (3), 10-14, 2011 | 63 | 2011 |

New trade-offs in cost-sharing mechanisms T Roughgarden, M Sundararajan Proceedings of the thirty-eighth annual ACM symposium on Theory of computing …, 2006 | 61 | 2006 |