Standards for the Control of Algorithmic Bias: The Canadian Administrative Context
暫譯: 算法偏見控制標準：加拿大行政背景
Heisler, Natalie, Grossman, Maura R.
- 出版商: CRC
- 出版日期: 2025-05-27
- 售價: $1,300
- 貴賓價: 9.5 折 $1,235
- 語言: 英文
- 頁數: 110
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032550244
- ISBN-13: 9781032550244
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相關分類:
Algorithms-data-structures
尚未上市，無法訂購
相關主題
商品描述
Governments around the world use machine learning in automated decision-making systems for a broad range of functions. This book seeks to answer the question: what standards should be applied to machine learning to mitigate disparate impact in automated decision-making?
商品描述(中文翻譯)
各國政府在自動化決策系統中使用機器學習來執行各種功能。本書旨在回答這個問題：應該對機器學習應用哪些標準，以減輕自動化決策中的差異影響？
作者簡介
Natalie Heisler has advised public- and private-sector organizations around the world in the strategy and deployment of data, analytics, and artificial intelligence for more than twenty years. Natalie brings a unique, multidisciplinary perspective to her work, spanning social, regulatory, policy, and technical dimensions. Natalie has a BA in Psychology, an MSc in Mathematics, and an MA in Political Science and lives in Toronto, Canada.
Maura R. Grossman, JD, PhD, is a research professor in the David R. Cheriton School of Computer Science at the University of Waterloo and an affiliate faculty member at the Vector Institute of Artificial Intelligence, both in Ontario, Canada. She also is principal at Maura Grossman Law, in Buffalo, New York, USA. Professor Grossman's multidisciplinary work falls at the intersection of law, health, technology, ethics, and policy.
作者簡介(中文翻譯)
Natalie Heisler 在全球的公共和私營部門組織中，已經提供了超過二十年的數據、分析和人工智慧的策略與部署建議。Natalie 將社會、法規、政策和技術等多元領域的獨特視角帶入她的工作中。Natalie 擁有心理學學士學位、數學碩士學位以及政治學碩士學位，現居於加拿大多倫多。
Maura R. Grossman，法學博士、哲學博士，是加拿大安大略省滑鐵盧大學大衛·R·切里頓計算機科學學院的研究教授，同時也是人工智慧向量研究所的附屬教員。她還是美國紐約州布法羅市的 Maura Grossman Law 的負責人。Grossman 教授的多學科工作位於法律、健康、技術、倫理和政策的交匯處。
