A survey of artificial intelligence challenges: Analyzing the definitions, relationships, and evolutions

AM Saghiri, SM Vahidipour, MR Jabbarpour… - Applied sciences, 2022 - mdpi.com
In recent years, artificial intelligence has had a tremendous impact on every field, and
several definitions of its different types have been provided. In the literature, most articles …

Rational use of cognitive resources: Levels of analysis between the computational and the algorithmic

TL Griffiths, F Lieder… - Topics in cognitive …, 2015 - Wiley Online Library
Marr's levels of analysis—computational, algorithmic, and implementation—have served
cognitive science well over the last 30 years. But the recent increase in the popularity of the …

A relational theory of data governance

S Viljoen - Yale LJ, 2021 - HeinOnline
Data-governance law-the legal regime that regulates how data about people is collected,
processed, and used-is the subject of lively theorizing and several proposed legislative …

Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources

F Lieder, TL Griffiths - Behavioral and brain sciences, 2020 - cambridge.org
Modeling human cognition is challenging because there are infinitely many mechanisms
that can generate any given observation. Some researchers address this by constraining the …

Fruitchains: A fair blockchain

R Pass, E Shi - Proceedings of the ACM symposium on principles of …, 2017 - dl.acm.org
Nakamoto's famous blockchain protocol enables achieving consensus in a so-called
permissionless setting---anyone can join (or leave) the protocol execution, and the protocol …

Design choices: Mechanism design and platform capitalism

S Viljoen, J Goldenfein, L McGuigan - Big data & society, 2021 - journals.sagepub.com
Mechanism design is a form of optimization developed in economic theory. It casts
economists as institutional engineers, choosing an outcome and then arranging a set of …

Why bounded rationality?

R Viale - Routledge handbook of bounded rationality, 2020 - taylorfrancis.com
In the philosophy of science why-questions are a way to address the foundations of scientific
explanation. For Bas van Fraassen (1980), a theory of explanation is essentially a theory of …

Disparate limbo: how administrative law erased antidiscrimination

CI Ceballos, DF Engstrom, DE Ho - Yale LJ, 2021 - HeinOnline
Administrative law has a blind spot. It is blackletter doctrine that an agency's failure to
consider the impacts of its conduct can lead to court invalidation of its decision as arbitrary …

A survey of game theoretic approach for adversarial machine learning

Y Zhou, M Kantarcioglu, B Xi - Wiley Interdisciplinary Reviews …, 2019 - Wiley Online Library
The field of machine learning is progressing at a faster pace than ever before. Many
organizations leverage machine learning tools to extract useful information from a massive …

Rational protocol design: Cryptography against incentive-driven adversaries

J Garay, J Katz, U Maurer… - 2013 IEEE 54th …, 2013 - ieeexplore.ieee.org
Existing work on" rational cryptographic protocols" treats each party (or coalition of parties)
running the protocol as a selfish agent trying to maximize its utility. In this work we propose a …