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fairness, privacy, data economics, game theory, learning theory, Responsible AI

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Georgia Institute of Technology: Atlanta, US

Employment
Source: Self-asserted source
Juba Ziani

Works (28)

Bayesian Strategic Classification

arXiv preprint arXiv:2402.08758
2024 | Journal article
Contributors: Cohen, Lee; Sharifi-Malvajerdi, Saeed; Stangl, Kevin; Vakilian, Ali; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Equilibria of Data Marketplaces with Privacy-Aware Sellers under Endogenous Privacy Costs

arXiv preprint arXiv:2402.08826
2024 | Journal article
Contributors: Sen, Diptangshu; Wang, Jingyan; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Personalized Differential Privacy for Ridge Regression

arXiv preprint arXiv:2401.17127
2024 | Journal article
Contributors: Acharya, Krishna; Boenisch, Franziska; Naidu, Rakshit; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Producers equilibria and dynamics in engagement-driven recommender systems

arXiv preprint arXiv:2401.16641
2024 | Journal article
Contributors: Acharya, Krishna; Vangala, Varun; Wang, Jingyan; Ziani, Juba
Source: Self-asserted source
Juba Ziani

The Privacy Paradox and Optimal Bias–Variance Trade-offs in Data Acquisition

Mathematics of Operations Research
2024-11 | Journal article
Contributors: Guocheng Liao; Yu Su; Juba Ziani; Adam Wierman; Jianwei Huang
Source: check_circle
Crossref

Optimal data acquisition with privacy-aware agents

2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)
2023 | Conference paper
Contributors: Cummings, Rachel; Elzayn, Hadi; Pountourakis, Emmanouil; Gkatzelis, Vasilis; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Oracle Efficient Algorithms for Groupwise Regret

arXiv preprint arXiv:2310.04652
2023 | Journal article
Contributors: Acharya, Krishna; Arunachaleswaran, Eshwar Ram; Kannan, Sampath; Roth, Aaron; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Randomized Quantization is All You Need for Differential Privacy in Federated Learning

arXiv preprint arXiv:2306.11913
2023 | Journal article
Contributors: Youn, Yeojoon; Hu, Zihao; Ziani, Juba; Abernethy, Jacob
Source: Self-asserted source
Juba Ziani

Sequential strategic screening

International Conference on Machine Learning
2023 | Conference paper
Contributors: Cohen, Lee; Sharifi-Malvajerdi, Saeed; Stangl, Kevin; Vakilian, Ali; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Wealth dynamics over generations: Analysis and interventions

2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)
2023 | Conference paper
Contributors: Acharya, Krishna; Arunachaleswaran, Eshwar Ram; Kannan, Sampath; Roth, Aaron; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Information discrepancy in strategic learning

International Conference on Machine Learning
2022 | Conference paper
Contributors: Bechavod, Yahav; Podimata, Chara; Wu, Steven; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Pipeline interventions

Mathematics of Operations Research
2022 | Journal article
Contributors: Arunachaleswaran, Eshwar Ram; Kannan, Sampath; Roth, Aaron; Ziani, Juba
Source: Self-asserted source
Juba Ziani

The privacy paradox and optimal bias-variance trade-offs in data acquisition

ACM SIGMETRICS Performance Evaluation Review
2022 | Journal article
Contributors: Liao, Guocheng; Su, Yu; Ziani, Juba; Wierman, Adam; Huang, Jianwei
Source: Self-asserted source
Juba Ziani

Pipeline Interventions

Mathematics of Operations Research
2022-11 | Journal article
Contributors: Eshwar Ram Arunachaleswaran; Sampath Kannan; Aaron Roth; Juba Ziani
Source: check_circle
Crossref

Algorithms and learning for fair portfolio design

Proceedings of the 22nd ACM Conference on Economics and Computation
2021 | Conference paper
Contributors: Diana, Emily; Dick, Travis; Elzayn, Hadi; Kearns, Michael; Roth, Aaron; Schutzman, Zachary; Sharifi-Malvajerdi, Saeed; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Gaming helps! learning from strategic interactions in natural dynamics

International Conference on Artificial Intelligence and Statistics
2021 | Conference paper
Contributors: Bechavod, Yahav; Ligett, Katrina; Wu, Steven; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Differentially private call auctions and market impact

Proceedings of the 21st ACM Conference on Economics and Computation
2020 | Conference paper
Contributors: Diana, Emily; Elzayn, Hadi; Kearns, Michael; Roth, Aaron; Sharifi-Malvajerdi, Saeed; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Third-party data providers ruin simple mechanisms

Proceedings of the ACM on Measurement and Analysis of Computing Systems
2020 | Journal article
Contributors: Cai, Yang; Echenique, Federico; Fu, Hu; Ligett, Katrina; Wierman, Adam; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Access to population-level signaling as a source of inequality

Proceedings of the Conference on Fairness, Accountability, and Transparency
2019 | Conference paper
Contributors: Immorlica, Nicole; Ligett, Katrina; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Downstream effects of affirmative action

Proceedings of the Conference on Fairness, Accountability, and Transparency
2019 | Conference paper
Contributors: Kannan, Sampath; Roth, Aaron; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Datum: Managing data purchasing and data placement in a geo-distributed data market

IEEE/ACM Transactions on Networking
2018 | Journal article
Contributors: Ren, Xiaoqi; London, Palma; Ziani, Juba; Wierman, Adam
Source: Self-asserted source
Juba Ziani

Non-exploitable protocols for repeated cake cutting

Proceedings of the AAAI Conference on Artificial Intelligence
2018 | Conference paper
Contributors: Tamuz, Omer; Vardi, Shai; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Optimal data acquisition for statistical estimation

Proceedings of the 2018 ACM Conference on Economics and Computation
2018 | Conference paper
Contributors: Chen, Yiling; Immorlica, Nicole; Lucier, Brendan; Syrgkanis, Vasilis; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Datum: Managing Data Purchasing and Data Placement in a Geo-Distributed Data Market

IEEE/ACM Transactions on Networking
2018-04 | Journal article
Contributors: Xiaoqi Ren; Palma London; Juba Ziani; Adam Wierman
Source: check_circle
Crossref

Inference on auctions with weak assumptions on information

arXiv preprint arXiv:1710.03830
2017 | Journal article
Contributors: Syrgkanis, Vasilis; Tamer, Elie; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Accuracy for sale: Aggregating data with a variance constraint

Proceedings of the 2015 conference on innovations in theoretical computer science
2015 | Conference paper
Contributors: Cummings, Rachel; Ligett, Katrina; Roth, Aaron; Wu, Zhiwei Steven; Ziani, Juba
Source: Self-asserted source
Juba Ziani

Cliques in the union of graphs

Journal of Combinatorial Theory, Series B
2015 | Journal article
Contributors: Aharoni, Ron; Berger, Eli; Chudnovsky, Maria; Ziani, Juba
Source: Self-asserted source
Juba Ziani

How Differential Privacy Impacts Data Elicitation

Journal article
Contributors: ZIANI, JUBA
Source: Self-asserted source
Juba Ziani