Search Results - "Elzayn, Hadi"

Measuring and Mitigating Racial Disparities in Tax Audits by Elzayn, Hadi, Smith, Evelyn, Hertz, Thomas, Guage, Cameron, Ramesh, Arun, Fisher, Robin, Ho, Daniel E, Goldin, Jacob

“…Abstract Tax authorities around the world rely on audits to detect underreported tax liabilities and to verify that taxpayers qualify for the benefits they…”
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Heart transplant waiting list implications of increased ventricular assist device use as a bridge strategy: A national analysis by Han, Jason J., Elzayn, Hadi, Duda, Matthew M., Iyengar, Amit, Acker, Andrew M., Patrick, William L., Helmers, Mark, Birati, Edo Y., Atluri, Pavan

“…The use of ventricular assist devices (VADs) as a bridge to heart transplant (HT) is increasing, while HT volume remains stagnant. This may portend longer…”
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Essays on Algorithms, Markets, and Society by Elzayn, Hadi Stephen

“…This thesis examines algorithmic markets—market mechanisms with algorithms as a core component in their functioning—and markets with algorithms (that is,…”
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Price of Privacy in the Keynesian Beauty Contest by Elzayn, Hadi, Schutzman, Zachary

“…The Keynesian Beauty Contest is a classical game in which strategic agents seek to both accurately guess the true state of the world as well as the average…”
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Optimal Data Acquisition with Privacy-Aware Agents by Cummings, Rachel, Elzayn, Hadi, Gkatzelis, Vasilis, Pountourakis, Emmanouil, Ziani, Juba

“…We study the problem faced by a data analyst or platform that wishes to collect private data from privacy-aware agents. To incentivize participation, in…”
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Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features by Elzayn, Hadi, Black, Emily, Vossler, Patrick, Jo, Nathanael, Goldin, Jacob, Ho, Daniel E.

“…The vast majority of techniques to train fair models require access to the protected attribute (e.g., race, gender), either at train time or in production…”
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Optimal Data Acquisition with Privacy-Aware Agents by Cummings, Rachel, Elzayn, Hadi, Pountourakis, Emmanouil, Gkatzelis, Vasilis, Ziani, Juba

“…We study the problem faced by a data analyst or platform that wishes to collect private data from privacy-aware agents. To incentivize participation, in…”
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Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features by Elzayn, Hadi, Black, Emily, Vossler, Patrick, Jo, Nathanael, Goldin, Jacob, Ho, Daniel E

“…The vast majority of techniques to train fair models require access to the protected attribute (e.g., race, gender), either at train time or in production…”
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Equilibria in Auctions With Ad Types by Elzayn, Hadi, Colini-Baldeschi, Riccardo, Lan, Brian, Schrijvers, Okke

“…This paper studies equilibrium quality of semi-separable position auctions (known as the Ad Types setting) with greedy or optimal allocation combined with…”
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Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models by Black, Emily, Elzayn, Hadi, Chouldechova, Alexandra, Goldin, Jacob, Ho, Daniel E

“…This study examines issues of algorithmic fairness in the context of systems that inform tax audit selection by the United States Internal Revenue Service…”
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Equilibrium Characterization for Data Acquisition Games by Dong, Jinshuo, Elzayn, Hadi, Jabbari, Shahin, Kearns, Michael, Schutzman, Zachary

“…We study a game between two firms in which each provide a service based on machine learning. The firms are presented with the opportunity to purchase a new…”
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Differentially Private Call Auctions and Market Impact by Diana, Emily, Elzayn, Hadi, Kearns, Michael, Roth, Aaron, Sharifi-Malvajerdi, Saeed, Ziani, Juba

“…We propose and analyze differentially private (DP) mechanisms for call auctions as an alternative to the complex and ad-hoc privacy efforts that are common in…”
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Algorithms and Learning for Fair Portfolio Design by Diana, Emily, Dick, Travis, Elzayn, Hadi, Kearns, Michael, Roth, Aaron, Schutzman, Zachary, Sharifi-Malvajerdi, Saeed, Ziani, Juba

“…We consider a variation on the classical finance problem of optimal portfolio design. In our setting, a large population of consumers is drawn from some…”
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Fair Algorithms for Learning in Allocation Problems by Elzayn, Hadi, Jabbari, Shahin, Jung, Christopher, Kearns, Michael, Neel, Seth, Roth, Aaron, Schutzman, Zachary

“…Settings such as lending and policing can be modeled by a centralized agent allocating a resource (loans or police officers) amongst several groups, in order…”
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