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Saeed Sharifi-Malvajerdi
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Differentially private fair learning
M Jagielski, M Kearns, J Mao, A Oprea, A Roth, S Sharifi-Malvajerdi, ...
International Conference on Machine Learning, 3000-3008, 2019
1082019
Descent-to-delete: Gradient-based methods for machine unlearning
S Neel, A Roth, S Sharifi-Malvajerdi
Algorithmic Learning Theory, 931-962, 2021
702021
Average individual fairness: Algorithms, generalization and experiments
S Sharifi-Malvajerdi, M Kearns, A Roth
Advances in neural information processing systems 32, 2019
632019
Adaptive machine unlearning
V Gupta, C Jung, S Neel, A Roth, S Sharifi-Malvajerdi, C Waites
Advances in Neural Information Processing Systems 34, 16319-16330, 2021
372021
A new analysis of differential privacy's generalization guarantees
C Jung, K Ligett, S Neel, A Roth, S Sharifi-Malvajerdi, M Shenfeld
arXiv preprint arXiv:1909.03577, 2019
332019
Multiaccurate proxies for downstream fairness
E Diana, W Gill, M Kearns, K Kenthapadi, A Roth, S Sharifi-Malvajerdi
2022 ACM Conference on Fairness, Accountability, and Transparency, 1207-1239, 2022
82022
Malaria parasite clearance rate regression: an R software package for a Bayesian hierarchical regression model
S Sharifi-Malvajerdi, F Zhu, CB Fogarty, MP Fay, RM Fairhurst, JA Flegg, ...
Malaria Journal 18 (1), 1-16, 2019
62019
Lexicographically fair learning: Algorithms and generalization
E Diana, W Gill, I Globus-Harris, M Kearns, A Roth, S Sharifi-Malvajerdi
arXiv preprint arXiv:2102.08454, 2021
52021
Algorithms and learning for fair portfolio design
E Diana, T Dick, H Elzayn, M Kearns, A Roth, Z Schutzman, ...
Proceedings of the 22nd ACM Conference on Economics and Computation, 371-389, 2021
42021
Differentially private call auctions and market impact
E Diana, H Elzayn, M Kearns, A Roth, S Sharifi-Malvajerdi, J Ziani
Proceedings of the 21st ACM Conference on Economics and Computation, 541-583, 2020
22020
Analytical studies of fragmented-spectrum multi-level OFDM-CDMA technique in cognitive radio networks
F Akhoundi, S Sharifi-Malvajerdi, O Poursaeed, JA Salehi
2016 IEEE 7th Annual Ubiquitous Computing, Electronics & Mobile …, 2016
12016
Ethical Machine Learning: Fairness, Privacy, and the Right to Be Forgotten
S Sharifi-Malvajerdi
University of Pennsylvania, 2022
2022
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