Fairness in Criminal Justice Risk Assessments: The State of the Art R Berk, H Heidari, S Jabbari, M Kearns, A Roth Sociological Methods & Research 50 (1), 3-44, 2018 | 1222 | 2018 |
A Convex Framework for Fair Regression R Berk, H Heidari, S Jabbari, M Joseph, M Kearns, J Morgenstern, S Neel, ... Fairness, Accountability, and Transparency in Machine Learning (FATML-17), 2017 | 399 | 2017 |
Adaptive Task Assignment for Crowdsourced Classification CJ Ho, S Jabbari, JW Vaughan 30th International Conference on Machine Learning (ICML-13), 534-542, 2013 | 340 | 2013 |
Fairness in Reinforcement Learning S Jabbari, M Joseph, M Kearns, J Morgenstern, A Roth 34th International Conference on Machine Learning (ICML-17), 1617-1626, 2017 | 250* | 2017 |
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective S Krishna, T Han, A Gu, S Wu, S Jabbari, H Lakkaraju Transactions on Machine Learning Research (TMLR), 2024 | 221 | 2024 |
Modeling Between-Population Variation in COVID-19 Dynamics in Hubei, Lombardy, and New York City B Wilder, M Charpignon, J Killian, HC Ou, A Mate, S Jabbari, A Perrault, ... Proceedings of the National Academy of Sciences (PNAS) 117 (41), 25904-25910, 2020 | 124* | 2020 |
Fair Algorithms for Learning in Allocation Problems H Elzayn, S Jabbari, C Jung, M Kearns, S Neel, A Roth, Z Schutzman 2nd ACM Conference on Fairness, Accountability, and Transparency (FAT*-19 …, 2019 | 95 | 2019 |
Towards the Unification and Robustness of Perturbation and Gradient Based Explanations S Agarwal, S Jabbari, C Agarwal, S Upadhyay, ZS Wu, H Lakkaraju 38th International Conference on Machine Learning (ICML-21), 110-119, 2021 | 71 | 2021 |
Fair Influence Maximization: A Welfare Optimization Approach A Rahmattalabi*, S Jabbari*, H Lakkaraju, P Vayanos, E Rice, M Tambe 35th AAAI Conference on Artificial Intelligence (AAAI-21), 11630-11638, 2021 | 64 | 2021 |
Online Assignment of Heterogeneous Tasks in Crowdsourcing Markets S Assadi, J Hsu, S Jabbari 3rd AAAI Conference on Human Computation and Crowdsourcing (HCOMP-15), 12-21, 2015 | 57 | 2015 |
Strategic Network Formation with Attack and Immunization S Goyal, S Jabbari, M Kearns, S Khanna, J Morgenstern 12th Conference on Web and Internet Economics (WINE-16), 429-443, 2016 | 48 | 2016 |
Designing Effective Masking Strategies for Cyberdefense through Human Experimentation and Cognitive Models P Aggarwal, O Thakoor, S Jabbari, EA Cranford, C Lebiere, M Tambe, ... Computers & Security, 2022 | 18 | 2022 |
An Empirical Study of the Trade-Offs Between Interpretability and Fairness S Jabbari, HC Ou, H Lakkaraju, M Tambe 5th Workshop on Human Interpretability in Machine Learning (WHI 2020 @ICML), 2020 | 15 | 2020 |
Exploiting Bounded Rationality in Risk-based Cyber Camouflage Games O Thakoor, S Jabbari, P Aggarwal, C Gonzalez, M Tambe, P Vayanos 11th Conference on Decision and Game Theory for Security (GameSec-20), 103-124, 2020 | 13 | 2020 |
Learning from Rational Behavior: Predicting Solutions to Unknown Linear Programs S Jabbari, R Rogers, A Roth, ZS Wu 30th Annual Conference on Neural Information Processing Systems (NIPS-16 …, 2016 | 13 | 2016 |
Solving Structured Hierarchical Games Using Differential Backward Induction Z Li, F Jia, A Mate, S Jabbari, M Chakraborty, M Tambe, Y Vorobeychik 38th Conference on Uncertainty in Artificial Intelligence (UAI-22), 1107-1117, 2022 | 11 | 2022 |
Robust Lock-down Optimization for COVID-19 Policy Guidance A Bhardwaj, HC Ou, H Chen, S Jabbari, M Tambe, R Panicker, A Raval AI4SG@AAAI Fall Symposium 2020, 2020 | 10 | 2020 |
Active Screening for Recurrent Diseases: A Reinforcement Learning Approach HC Ou, H Chen, S Jabbari, M Tambe 20th International Conference on Autonomous Agents and Multiagent Systems …, 2021 | 9 | 2021 |
Network Formation under Random Attack and Probabilistic Spread Y Chen, S Jabbari, M Kearns, S Khanna, J Morgenstern 28th International Joint Conference on Artificial Intelligence (IJCAI-19 …, 2019 | 8 | 2019 |
Solving Sudoku Using Probabilistic Graphical Models S Khan, S Jabbari, S Jabbari, M Ghanbarinejad Technical Report, 2014 | 7* | 2014 |