Results 41 to 50 of about 51,546,132 (341)
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness [PDF]
, 2023 Mitigating algorithmic bias is a critical task in the development and deployment of machine learning models. While several toolkits exist to aid machine learning practitioners in addressing fairness issues, little is known about the strategies practitioners employ to evaluate model fairness and what factors influence their assessment, particularly in ...
arxiv +1 more source
Journal of Librarianship and Scholarly Communication, 2017 INTRODUCTION Academic libraries have the privilege of serving many roles in the lives of their institutions. One role that is largely untapped is their ability to actively leverage their collections to support faculty teaching and to reduce student out ...
Bobby Glushko +3 more
doaj +2 more sources
Copyright, Fair Use, and Creative Commons
Journal of Copyright in Education and Librarianship, 2020 This article describes an active-learning exercise intended to help teach copyright, fair use, and Creative Commons licenses. In the exercise students use a worksheet to draw original pictures, create derivative pictures on tracing paper, select ...
Arthur Jason Boston
doaj +1 more source
50 Years of Test (Un)fairness: Lessons for Machine Learning [PDF]
, 2018 Quantitative definitions of what is unfair and what is fair have been introduced in multiple disciplines for well over 50 years, including in education, hiring, and machine learning. We trace how the notion of fairness has been defined within the testing communities of education and hiring over the past half century, exploring the cultural and social ...
arxiv +1 more source
Gradual (In)Compatibility of Fairness Criteria [PDF]
arXiv, 2021 Impossibility results show that important fairness measures (independence, separation, sufficiency) cannot be satisfied at the same time under reasonable assumptions. This paper explores whether we can satisfy and/or improve these fairness measures simultaneously to a certain degree.
arxiv
Copyright Legal and Practical Reform for the South African Film Industry
The African Journal of Information and Communication, 2015 Copyright’s interest in promoting creative production is often described as requiring a “balance” between exclusion and access rights. Owners of copyright receive exclusive rights to control copies of their works, which enables authors to earn returns
Sean Flynn
doaj +1 more source
Survey on Fair Reinforcement Learning: Theory and Practice [PDF]
arXiv, 2022 Fairness-aware learning aims at satisfying various fairness constraints in addition to the usual performance criteria via data-driven machine learning techniques. Most of the research in fairness-aware learning employs the setting of fair-supervised learning.
arxiv
Fair Use in Post-publication Peer Review
, 2015 The Wikipedia page on fair use (http://en.wikipedia.org/wiki/Fair_use) states: “In United States copyright law, fair use is a doctrine that permits limited use of copyrighted material without acquiring permission from the rights holders. Examples of fair
J. A. T. Silva
semanticscholar +1 more source
Insertion of the FeB cofactor in cNORs lacking metal inserting chaperones
FEBS Letters, EarlyView.Nitric oxide reductase is an enzyme found in the bacterial denitrification pathway. The NOR active site contains a non‐heme iron, often, but not always inserted with the assistance of chaperones. Here, we study the insertion of FeB in the subfamily of cNORs lacking chaperones and found a putative channel, conserved in the family, perhaps enabling the ...
Sofia Appelgren, Pia Ädelroth
wiley +1 more source
Towards FAIR protocols and workflows: the OpenPREDICT use case [PDF]
PeerJ Computer Science, 2020 It is essential for the advancement of science that researchers share, reuse and reproduce each other’s workflows and protocols. The FAIR principles are a set of guidelines that aim to maximize the value and usefulness of research data, and emphasize the
Remzi Celebi +6 more
doaj +2 more sources