| t-closeness: Privacy beyond k-anonymity and l-diversity N Li, T Li, S Venkatasubramanian 2007 IEEE 23rd international conference on data engineering, 106-115, 2006 | 4631 | 2006 |
| Certifying and removing disparate impact M Feldman, SA Friedler, J Moeller, C Scheidegger, ... proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 1861 | 2015 |
| Fairness and abstraction in sociotechnical systems AD Selbst, D Boyd, SA Friedler, S Venkatasubramanian, J Vertesi Proceedings of the conference on fairness, accountability, and transparency …, 2019 | 818 | 2019 |
| A comparative study of fairness-enhancing interventions in machine learning SA Friedler, C Scheidegger, S Venkatasubramanian, S Choudhary, ... Proceedings of the conference on fairness, accountability, and transparency …, 2019 | 629 | 2019 |
| The (im) possibility of fairness: Different value systems require different mechanisms for fair decision making SA Friedler, C Scheidegger, S Venkatasubramanian Communications of the ACM 64 (4), 136-143, 2021 | 608 | 2021 |
| Runaway feedback loops in predictive policing D Ensign, SA Friedler, S Neville, C Scheidegger, S Venkatasubramanian Conference on fairness, accountability and transparency, 160-171, 2018 | 427 | 2018 |
| Auditing black-box models for indirect influence P Adler, C Falk, SA Friedler, T Nix, G Rybeck, C Scheidegger, B Smith, ... Knowledge and Information Systems 54, 95-122, 2018 | 346 | 2018 |
| Proximity search in databases R Goldman, N Shivakumar, S Venkatasubramanian, H Garcia-Molina VLDB 98, 26-37, 1998 | 340 | 1998 |
| An information-theoretic approach to detecting changes in multi-dimensional data streams T Dasu, S Krishnan, S Venkatasubramanian, K Yi Proc. Symposium on the Interface of Statistics, Computing Science, and …, 2006 | 325 | 2006 |
| Problems with Shapley-value-based explanations as feature importance measures IE Kumar, S Venkatasubramanian, C Scheidegger, S Friedler International Conference on Machine Learning, 5491-5500, 2020 | 314 | 2020 |
| The connectivity server: Fast access to linkage information on the web K Bharat, A Broder, M Henzinger, P Kumar, S Venkatasubramanian Computer networks and ISDN Systems 30 (1-7), 469-477, 1998 | 293 | 1998 |
| Closeness: A new privacy measure for data publishing N Li, T Li, S Venkatasubramanian IEEE Transactions on Knowledge and Data Engineering 22 (7), 943-956, 2009 | 281 | 2009 |
| The geometric median on Riemannian manifolds with application to robust atlas estimation PT Fletcher, S Venkatasubramanian, S Joshi NeuroImage 45 (1), S143-S152, 2009 | 260 | 2009 |
| Curve matching, time warping, and light fields: New algorithms for computing similarity between curves A Efrat, Q Fan, S Venkatasubramanian Journal of Mathematical Imaging and Vision 27, 203-216, 2007 | 236 | 2007 |
| Multiple target tracking with RF sensor networks M Bocca, O Kaltiokallio, N Patwari, S Venkatasubramanian IEEE Transactions on Mobile Computing 13 (8), 1787-1800, 2013 | 210 | 2013 |
| On minimizing budget and time in influence propagation over social networks A Goyal, F Bonchi, LVS Lakshmanan, S Venkatasubramanian Social network analysis and mining 3, 179-192, 2013 | 183 | 2013 |
| On external memory graph traversal AL Buchsbaum, M Goldwasser, S Venkatasubramanian, JR Westbrook Proceedings of the eleventh annual ACM-SIAM symposium on Discrete algorithms …, 2000 | 169 | 2000 |
| Domain adaptation meets active learning P Rai, A Saha, H Daumé III, S Venkatasubramanian Proceedings of the NAACL HLT 2010 Workshop on Active Learning for Natural …, 2010 | 167 | 2010 |
| Radio tomographic imaging and tracking of stationary and moving people via kernel distance Y Zhao, N Patwari, JM Phillips, S Venkatasubramanian Proceedings of the 12th international conference on Information processing …, 2013 | 158 | 2013 |
| Streaming and sublinear approximation of entropy and information distances S Guha, A McGregor, S Venkatasubramanian arXiv preprint cs/0508122, 2005 | 136 | 2005 |
Sorelle A. FriedlerShibulal Family Associate Professor of Computer Science, Haverford CollegeVerified email at haverford.edu
