Privacy as protection of the incomputable self: From agnostic to agonistic machine learning

M Hildebrandt - Theoretical Inquiries in Law, 2019 - degruyter.com
This Article takes the perspective of law and philosophy, integrating insights from computer
science. First, I will argue that in the era of big data analytics we need an understanding of …

Clearing opacity through machine learning

W Price, II Nicholson, AK Rai - Iowa L. Rev., 2020 - HeinOnline
Artificial intelligence and machine learning represent powerful tools in many fields, ranging
from criminal justice to human biology to climate change. Part of the power of these tools …

Information privacy and the inference economy

A Solow-Niederman - Nw. UL Rev., 2022 - HeinOnline
Information privacy is in trouble. Contemporary information privacy protections emphasize
individuals' control over their own personal information. But machine learning, the leading …

Slave to the algorithm? Why a'right to an explanation'is probably not the remedy you are looking for

L Edwards, M Veale - Duke L. & Tech. Rev., 2017 - HeinOnline
Algorithms, particularly machine learning (ML) algorithms, are increasingly important to
individuals' lives, but have caused a range of concerns revolving mainly around unfairness …

Is privacy privacy?

K Nissim, A Wood - … Transactions of the Royal Society A …, 2018 - royalsocietypublishing.org
This position paper observes how different technical and normative conceptions of privacy
have evolved in parallel and describes the practical challenges that these divergent …

Human intervention in automated decision-making: Toward the construction of contestable systems

M Almada - … of the Seventeenth International Conference on …, 2019 - dl.acm.org
Concerns about" black box" machine learning algorithms have influenced why modern data
protection laws and regulations on their establishment of a right to human intervention on …

Machine learning with personal data: is data protection law smart enough to meet the challenge?

C Kuner, DJB Svantesson, FH Cate… - … Data Privacy Law, 2017 - academic.oup.com
Almost seven decades after Alan Turing conceived of 'intelligent machines', there has
recently been a surge of interest in machine learning and algorithmic decision-making. The …

A right to reasonable inferences: re-thinking data protection law in the age of big data and AI

S Wachter, B Mittelstadt - Colum. Bus. L. Rev., 2019 - HeinOnline
Big Data analytics and artificial intelligence (" Al") draw non-intuitive and unverifiable
inferences and predictions about the behaviors, preferences, and private lives of individuals …

Algorithmic Destruction

TC Li - SMU L. Rev., 2022 - HeinOnline
Contemporary privacy law does not go far enough to protect our privacy interests,
particularly where artificial intelligence and machine learning are concerned. While many …

Private accountability in the age of artificial intelligence

SK Katyal - UCLA L. Rev., 2019 - HeinOnline
In this Article, I explore the impending conflict between the protection of civil rights and
artificial intelligence (AI). While both areas of law have amassed rich and well-developed …