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Proxy discrimination schwarcz

Webb11 maj 2024 · The near universal condemnation of proxy discrimination hides a disagreement over what it is. This work surveys various notions of proxy and proxy discrimination found in prior work and represents them in a common framework. These notions variously turn on statistical dependencies, causal effects, and intentions. It … Webb10 juli 2024 · As Daniel Schwarcz put it in his article on AI and proxy discrimination: “Unintentional proxy discrimination by AIs is virtually inevitable whenever the law seeks to prohibit...

‪Daniel Schwarcz‬ - ‪Google Scholar‬

Webb15 apr. 2024 · Proxy discrimination is a growing area of study in the law in the era of Big Data and A.I. Sitting on the relative back-burner of legal jurisprudence for many years, … WebbProxy discrimination is a particularly pernicious subset of disparate impact. Like all forms of disparate impact, it involves a facially neutral practice that disproportionately harms … half marathon pennsylvania https://turcosyamaha.com

A Response to Rules of Medical Necessity

Webb27 apr. 2024 · Proxy Discrimination in the Age of Artificial Intelligence and Big Data 105 Iowa Law Review 1257 (2024) Number of pages: 62 Posted: 17 Apr 2024 Last Revised: … Webb11 maj 2024 · Anya E.R. Prince and Daniel Schwarcz. 2024. Proxy Discrimination in the Age of Artificial Intelligence and Big Data. Iowa Law Review 105, 3 (2024), 1257. WebbIn Proxy Discrimination in the Age of Artificial Intelligence and Big Data, Anya E.R. Prince and Daniel Schwarcz address this particularly “pernicious” phenomenon of proxy discrimination. Current anti-discriminatory regimes which simply deny AI systems the ability to use the protected characteristics or the most inuitive proxies will fail in the face … half marathon palm beach

A.I., Big Data and the threat of proxy discrimination: a revolution in ...

Category:Health-Based Proxy Discrimination, Artificial Intelligence, and Big ...

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Proxy discrimination schwarcz

Author Page for Daniel Schwarcz :: SSRN

Webbdiscrimination based on traits linked to health using conventional strategies like disparate treatment, disparate impact, and privacy. Disparate treatment statutes are ineffective … Webb11 apr. 2024 · But how does the lender even realize this discrimination is occurring on the basis of variables omitted? A recent paper by Daniel Schwarcz and Anya Prince argues that AIs are inherently...

Proxy discrimination schwarcz

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WebbDefining Algorithmic Proxy Discrimination •1) Disparate impact Use of a facially-neutral trait in an algorithm that disproportionately harms a protected class •2) Usefulness …

Webbcall the impact of such inference on prices indirect discrimination. We note that this is a narrow use of the latter term, equivalent to what is also known as proxy discrimination, and does not consider any aspects of fairness and disparate im-pact; we also refer to Prince{Schwarcz [10], Frees{Huang [6], Lindholm et al. [9], WebbProxy Discrimination in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs •Implementation details and evaluation of our approach on popular …

WebbMonahan and Daniel Schwarcz’s fabulous Article, Rules of Medical Necessity (“RMN”), 1. I agreed without hesitation. As someone who writes frequently about private health insurance and health benefits, for me to say that . RMN. is quality work would be an embarrassing understatement: It is fantastic and groundbreaking work. WebbCourt's approach to proxy discrimination is the morally correct ap-proach. Rather, I argue that its theory of wrongful discrimination is rea-sonable or apt for proxy discrimination. It addresses the issues such cases present and offers a resolution of them. Part I describes the conceptual distinction between proxy and non-proxy discrimination.

Webb5 juni 2024 · Schwarcz discussed prohibitions on “unfair discrimination”—which occurs when an insurer considers factors unrelated to actuarial risk—in rates and underwriting. He noted that machine learning AI tends to produce …

WebbDiscrimination by Proxy. Constitutional Commentary 14, 602 (1997), 453–463. Google Scholar Hal Ashton. 2024. Definitions of Intent for AI Derived from Common Law. In 14th … half marathon perthWebb12 juli 2024 · Discrimination is fundamental to the business of auto and homeowners insurance. ... Proxy Discrimination, Auto Insurance, Homeowners Insurance, State Insurance Regulation. Suggested Citation: Suggested Citation. Schwarcz, Daniel B., Towards a Civil Rights Approach to Insurance Anti-Discrimination Law (July 11, 2024) ... bundaberg international hotelWebbProxy Discrimination in the Age of Artificial Intelligence and Big Data. Prince & Schwarcz, 105 Iowa L. Rev. 1257 (2024) Legal ... Proxy Discrimination in the Age of Artificial Intelligence and Big Data. Prince & Schwarcz, 105 Iowa L. Rev. 1257 (2024) Related to . Fairness. 7. Fair ML Solutions . Data Science Perspective: Approaches to Fair AI ... half marathon or full marathon