Axiomatic attribution for deep networks M Sundararajan, A Taly, Q Yan International conference on machine learning, 3319-3328, 2017 | 6661 | 2017 |
The many Shapley values for model explanation M Sundararajan, A Najmi International conference on machine learning, 9269-9278, 2020 | 742 | 2020 |
Universally utility-maximizing privacy mechanisms A Ghosh, T Roughgarden, M Sundararajan Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009 | 694 | 2009 |
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 | 503 | 2008 |
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context M Reid, N Savinov, D Teplyashin, D Lepikhin, T Lillicrap, J Alayrac, ... arXiv preprint arXiv:2403.05530, 2024 | 411 | 2024 |
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 | 333 | 2020 |
Did the model understand the question? PK Mudrakarta, A Taly, M Sundararajan, K Dhamdhere arXiv preprint arXiv:1805.05492, 2018 | 213 | 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 | 188 | 2005 |
How important is a neuron? K Dhamdhere, M Sundararajan, Q Yan arXiv preprint arXiv:1805.12233, 2018 | 159 | 2018 |
Mean field equilibria of dynamic auctions with learning K Iyer, R Johari, M Sundararajan Management Science 60 (12), 2949-2970, 2014 | 150 | 2014 |
Gradients of counterfactuals M Sundararajan, A Taly, Q Yan arXiv preprint arXiv:1611.02639, 2016 | 136 | 2016 |
The shapley taylor interaction index M Sundararajan, K Dhamdhere, A Agarwal International conference on machine learning, 9259-9268, 2020 | 109 | 2020 |
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 | 107 | 2017 |
Universally optimal privacy mechanisms for minimax agents M Gupte, M Sundararajan Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on …, 2010 | 104 | 2010 |
Beyond moulin mechanisms A Mehta, T Roughgarden, M Sundararajan Proceedings of the 8th ACM Conference on Electronic Commerce, 1-10, 2007 | 93 | 2007 |
Revenue submodularity S Dughmi, T Roughgarden, M Sundararajan Proceedings of the 10th ACM conference on Electronic commerce, 243-252, 2009 | 89 | 2009 |
Attribution in scale and space S Xu, S Venugopalan, M Sundararajan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 83 | 2020 |
Social marketing V MirrokniBanadaki, JD Hartline, M Sundararajan US Patent App. 12/136,070, 2009 | 78 | 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 |
Proceedings of the 34th International Conference on Machine Learning M Sundararajan, A Taly, Q Yan, D Precup, YW Teh PMLR, 70, 3319-3328, 2017 | 65 | 2017 |