Bias in bios: A case study of semantic representation bias in a high-stakes setting M De-Arteaga, A Romanov, H Wallach, J Chayes, C Borgs, ... proceedings of the Conference on Fairness, Accountability, and Transparency …, 2019 | 435 | 2019 |
Fairness-aware ranking in search & recommendation systems with application to linkedin talent search SC Geyik, S Ambler, K Kenthapadi Proceedings of the 25th acm sigkdd international conference on knowledge …, 2019 | 383 | 2019 |
Explainable AI in industry K Gade, SC Geyik, K Kenthapadi, V Mithal, A Taly Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 178 | 2019 |
What's in a name? Reducing bias in bios without access to protected attributes A Romanov, M De-Arteaga, H Wallach, J Chayes, C Borgs, ... arXiv preprint arXiv:1904.05233, 2019 | 82 | 2019 |
Towards deep and representation learning for talent search at linkedin R Ramanath, H Inan, G Polatkan, B Hu, Q Guo, C Ozcaglar, X Wu, ... Proceedings of the 27th ACM international conference on information and …, 2018 | 62 | 2018 |
Robust dynamic service composition in sensor networks SC Geyik, BK Szymanski, P Zerfos IEEE Transactions on Services Computing 6 (4), 560-572, 2012 | 55 | 2012 |
Talent search and recommendation systems at LinkedIn: Practical challenges and lessons learned SC Geyik, Q Guo, B Hu, C Ozcaglar, K Thakkar, X Wu, K Kenthapadi The 41st International ACM SIGIR Conference on Research & Development in …, 2018 | 52 | 2018 |
Conditional shortest path routing in delay tolerant networks E Bulut, SC Geyik, BK Szymanski 2010 IEEE International Symposium on" A World of Wireless, Mobile and …, 2010 | 44 | 2010 |
Effective audience extension in online advertising J Shen, SC Geyik, A Dasdan Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 40 | 2015 |
Multi-touch attribution based budget allocation in online advertising SC Geyik, A Saxena, A Dasdan Proceedings of the eighth international workshop on data mining for online …, 2014 | 40 | 2014 |
Efficient routing in delay tolerant networks with correlated node mobility E Bulut, SC Geyik, BK Szymanski The 7th IEEE International Conference on Mobile Ad-hoc and Sensor Systems …, 2010 | 38 | 2010 |
Explainable AI in industry: Practical challenges and lessons learned K Gade, S Geyik, K Kenthapadi, V Mithal, A Taly Companion Proceedings of the Web Conference 2020, 303-304, 2020 | 35 | 2020 |
Utilizing correlated node mobility for efficient DTN routing E Bulut, SC Geyik, BK Szymanski Pervasive and Mobile Computing 13, 150-163, 2014 | 30 | 2014 |
Using log data to train for automated sourcing V Dialani, SC Geyik, Y Yan, A Gupta US Patent 10,628,506, 2020 | 29 | 2020 |
Proactive and retrospective joint weight attribution in a streaming environment SC Geyik, V Dialani, A Gupta US Patent App. 15/852,491, 2018 | 28 | 2018 |
Joint optimization of multiple performance metrics in online video advertising SC Geyik, S Faleev, J Shen, S O'Donnell, S Kolay Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 24 | 2016 |
Event recognition in sensor networks by means of grammatical inference SC Geyik, BK Szymanski IEEE INFOCOM 2009, 900-908, 2009 | 24 | 2009 |
Multi-level ranking for mitigating machine learning model bias K Kenthapadi, SC Geyik, SM Ambler US Patent App. 16/050,764, 2020 | 21 | 2020 |
Policy-aware service composition in sensor networks R Dilmaghani, S Geyik, K Grueneberg, J Lobo, SY Shah, BK Szymanski, ... 2012 IEEE Ninth International Conference on Services Computing, 186-193, 2012 | 21 | 2012 |
Dynamic composition of services in sensor networks SC Geyik, BK Szymanski, P Zerfos, D Verma 2010 IEEE International Conference on Services Computing, 242-249, 2010 | 21 | 2010 |